From 5df80590375cb2f541a20b2b18848e7ead2532b7 Mon Sep 17 00:00:00 2001 From: Nicolas Patry Date: Fri, 6 Dec 2024 10:22:00 +0530 Subject: [PATCH] Auto max prefill (#2797) * Attempt at automatic max batch prefill. * Taking into account number of shards. * Adding more cards. * Adding A100 + H100 * Adding a few more cards. * Logprobs cost too much. * h100 better name, and keep factor of 2 * Damn inflated sparse tflops. * Typo in h100. * Updated the flops calculation (checked with fvcore). * chunking by default. * Fix prefix caching for chat completion since we removed logprobs. * More tests. * Dropping all the prefill logprobs. * Add a flag that enables users to get logprobs back. * Repairing prompt token counting. * Fixing a few tests. * Remove some scaffolding. * Attempting to reduces the issues (workarounds for now). --- docs/source/reference/launcher.md | 10 + .../models/__snapshots__/test.py | 22 + .../test_compressed_tensors_w8a8_int.json | 33 +- ...ompressed_tensors_w8a8_int_all_params.json | 28 +- ...test_compressed_tensors_w8a8_int_load.json | 132 +- ...essed_tensors_w8a8_int_dynamic_weight.json | 28 +- ...rs_w8a8_int_dynamic_weight_all_params.json | 23 +- ..._tensors_w8a8_int_dynamic_weight_load.json | 112 +- .../test_compressed_tensors_w8an.json | 33 +- ...st_compressed_tensors_w8an_all_params.json | 28 +- .../test_compressed_tensors_w8an_load.json | 132 +- .../test_compressed_tensors_wna16.json | 33 +- ...t_compressed_tensors_wna16_all_params.json | 28 +- .../test_compressed_tensors_wna16_load.json | 132 +- .../test_compressed_tensors_wna16_int_24.json | 33 +- ...essed_tensors_wna16_int_24_all_params.json | 28 +- ..._compressed_tensors_wna16_int_24_load.json | 132 +- .../test_flash_awq/test_flash_llama_awq.json | 33 +- .../test_flash_llama_awq_all_params.json | 28 +- .../test_flash_llama_awq_load.json | 132 +- .../test_flash_llama_awq_load_sharded.json | 132 +- .../test_flash_llama_awq_sharded.json | 33 +- .../test_flash_deepseek_v2.json | 18 +- .../test_flash_deepseek_v2_all_params.json | 18 +- .../test_flash_deepseek_v2_load.json | 72 +- .../test_flash_falcon/test_flash_falcon.json | 308 +- .../test_flash_falcon_all_params.json | 28 +- .../test_flash_falcon_load.json | 1232 +- .../test_flash_gemma_all_params.json | 18 +- .../test_flash_gemma_load.json | 72 +- .../test_flash_gemma_simple.json | 18 +- .../test_flash_gemma2/test_flash_gemma2.json | 183 +- .../test_flash_gemma2_load.json | 732 +- .../test_flash_gemma_gptq.json | 18 +- .../test_flash_gemma_gptq_all_params.json | 18 +- .../test_flash_gemma_gptq_load.json | 72 +- .../test_flash_gpt2/test_flash_gpt2.json | 28 +- .../test_flash_gpt2/test_flash_gpt2_load.json | 112 +- .../test_flash_llama_grammar.json | 18 +- .../test_flash_llama_grammar_json.json | 83 +- .../test_flash_llama_grammar_load.json | 192 +- .../test_flash_llama_grammar_regex.json | 38 +- .../test_flash_llama_all_params.json | 18 +- .../test_flash_llama_load.json | 72 +- .../test_flash_llama_simple.json | 18 +- .../test_flash_llama_exl2.json | 13 +- .../test_flash_llama_exl2_all_params.json | 13 +- .../test_flash_llama_exl2_load.json | 52 +- .../test_flash_llama_fp8.json | 18 +- .../test_flash_llama_fp8_all_params.json | 18 +- .../test_flash_llama_fp8_load.json | 72 +- .../test_flash_llama_fp8_kv_cache.json | 33 +- ...t_flash_llama_fp8_kv_cache_all_params.json | 28 +- .../test_flash_llama_fp8_kv_cache_load.json | 132 +- .../test_flash_llama_gptq.json | 13 +- .../test_flash_llama_gptq_all_params.json | 13 +- .../test_flash_llama_gptq_load.json | 52 +- .../test_flash_llama_marlin.json | 18 +- .../test_flash_llama_marlin_all_params.json | 18 +- .../test_flash_llama_marlin_load.json | 72 +- .../test_flash_llama_marlin.json | 18 +- .../test_flash_llama_marlin24_all_params.json | 18 +- .../test_flash_llama_marlin24_load.json | 72 +- .../test_flash_medusa_all_params.json | 28 +- .../test_flash_medusa_load.json | 132 +- .../test_flash_medusa_simple.json | 33 +- .../test_flash_mistral.json | 18 +- .../test_flash_mistral_all_params.json | 18 +- .../test_flash_mistral_load.json | 72 +- .../test_flash_mixtral.json | 43 +- .../test_flash_mixtral_all_params.json | 28 +- .../test_flash_mixtral_load.json | 172 +- .../test_flash_mixtral_awq.json | 33 +- .../test_flash_mixtral_awq_all_params.json | 28 +- .../test_flash_mixtral_awq_load.json | 132 +- .../test_flash_mixtral_gptq.json | 33 +- .../test_flash_mixtral_gptq_all_params.json | 28 +- .../test_flash_mixtral_gptq_load.json | 132 +- .../test_flash_neox/test_flash_neox.json | 43 +- .../test_flash_neox/test_flash_neox_load.json | 172 +- .../test_flash_neox.json | 93 +- .../test_flash_neox_load.json | 372 +- .../test_flash_phi/test_flash_phi.json | 13 +- .../test_flash_phi_all_params.json | 13 +- .../test_flash_phi/test_flash_phi_load.json | 52 +- .../test_flash_phi35_moe.json | 38 +- .../test_flash_phi35_moe_all_params.json | 28 +- .../test_flash_phi35_moe_load.json | 152 +- .../test_flash_qwen2/test_flash_qwen2.json | 13 +- .../test_flash_qwen2_all_params.json | 13 +- .../test_flash_qwen2_load.json | 52 +- .../test_flash_santacoder.json | 23 +- .../test_flash_santacoder_load.json | 92 +- .../test_flash_starcoder.json | 23 +- .../test_flash_starcoder_default_params.json | 23 +- .../test_flash_starcoder_load.json | 92 +- .../test_flash_starcoder2.json | 23 +- .../test_flash_starcoder2_default_params.json | 23 +- .../test_flash_starcoder2_load.json | 92 +- .../test_flash_starcoder_gptq.json | 63 +- ...t_flash_starcoder_gptq_default_params.json | 63 +- .../test_flash_starcoder_gptq_load.json | 252 +- .../test_non_flash_llama_grammar_json.json | 83 +- .../test_flash_idefics2_next_all_params.json | 18 +- .../test_flash_idefics2_next_load.json | 6812 +- .../test_flash_llava_next_all_params.json | 18 +- .../test_flash_llava_next_load.json | 58892 +--------------- .../__snapshots__/test_neox/test_neox.json | 43 +- .../test_neox/test_neox_load.json | 172 +- .../test_neox_sharded/test_neox.json | 93 +- .../test_neox_sharded/test_neox_load.json | 372 +- .../test_server_gptq_quantized.json | 18 +- ...test_server_gptq_quantized_all_params.json | 18 +- .../test_server_gptq_quantized_load.json | 72 +- .../models/test_flash_phi35_moe.py | 1 + integration-tests/models/test_mllama.py | 9 +- launcher/src/main.rs | 204 +- load_tests/Makefile | 9 + load_tests/common.js | 94 + load_tests/filter.py | 26 + load_tests/long.js | 94 + load_tests/long.py | 19 + load_tests/long_prompt2.py | 22 + load_tests/orca.py | 27 + router/src/config.rs | 2 +- router/src/lib.rs | 9 +- router/src/server.rs | 21 +- router/src/vertex.rs | 2 +- .../models/flash_causal_lm.py | 10 +- .../text_generation_server/models/globals.py | 3 +- 130 files changed, 756 insertions(+), 74544 deletions(-) create mode 100644 integration-tests/models/__snapshots__/test.py create mode 100644 load_tests/Makefile create mode 100644 load_tests/common.js create mode 100644 load_tests/filter.py create mode 100644 load_tests/long.js create mode 100644 load_tests/long.py create mode 100644 load_tests/long_prompt2.py create mode 100644 load_tests/orca.py diff --git a/docs/source/reference/launcher.md b/docs/source/reference/launcher.md index 90246aa4c..159b22e73 100644 --- a/docs/source/reference/launcher.md +++ b/docs/source/reference/launcher.md @@ -467,6 +467,16 @@ Options: [env: PAYLOAD_LIMIT=] [default: 2000000] +``` +## ENABLE_PREFILL_LOGPROBS +```shell + --enable-prefill-logprobs + Enables prefill logprobs + + Logprobs in the prompt are deactivated by default because they consume a large amount of VRAM (especially for long prompts). Using this flag reallows users to ask for them. + + [env: ENABLE_PREFILL_LOGPROBS=] + ``` ## HELP ```shell diff --git a/integration-tests/models/__snapshots__/test.py b/integration-tests/models/__snapshots__/test.py new file mode 100644 index 000000000..f6c9a6a94 --- /dev/null +++ b/integration-tests/models/__snapshots__/test.py @@ -0,0 +1,22 @@ +import os +import json + + +for root, dirs, files in os.walk("."): + for filename in files: + if filename.endswith(".json"): + with open(os.path.join(root, filename), "r") as f: + data = json.load(f) + + print(os.path.join(root, filename)) + try: + if filename.endswith("_load.json"): + for i in range(len(data)): + data[i]["details"]["prefill"] = [] + else: + data["details"]["prefill"] = [] + except Exception: + pass + + with open(os.path.join(root, filename), "w") as f: + json.dump(data, f, indent=2, ensure_ascii=False) diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int.json index 1f7e0425d..62f32c1d9 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.3867188, - "text": "What" - }, - { - "id": 374, - "logprob": -1.1318359, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.6875, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.3007812, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.4902344, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int_all_params.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int_all_params.json index c1a789efc..7d35e8f96 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int_all_params.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.3867188, - "text": "What" - }, - { - "id": 374, - "logprob": -1.1318359, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.6875, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.3007812, - "text": " learning" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int_load.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int_load.json index a177ee9af..20b6b3808 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int_load.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int/test_compressed_tensors_w8a8_int_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.3867188, - "text": "What" - }, - { - "id": 374, - "logprob": -1.1318359, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.6875, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.3007812, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.4902344, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.3867188, - "text": "What" - }, - { - "id": 374, - "logprob": -1.1318359, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.6875, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.3007812, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.4902344, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.3867188, - "text": "What" - }, - { - "id": 374, - "logprob": -1.1318359, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.6875, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.3007812, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.4902344, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.3867188, - "text": "What" - }, - { - "id": 374, - "logprob": -1.1318359, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.6875, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.3007812, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.4902344, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight.json index 1fb53c253..2525f72cd 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 3838, - "logprob": null, - "text": "What" - }, - { - "id": 374, - "logprob": -8.59375, - "text": " is" - }, - { - "id": 5538, - "logprob": -10.921875, - "text": " deep" - }, - { - "id": 6832, - "logprob": -0.56347656, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.5, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight_all_params.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight_all_params.json index ca665b837..0db48f3e0 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight_all_params.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight_all_params.json @@ -3,28 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 3838, - "logprob": null, - "text": "What" - }, - { - "id": 374, - "logprob": -8.59375, - "text": " is" - }, - { - "id": 5538, - "logprob": -10.921875, - "text": " deep" - }, - { - "id": 6832, - "logprob": -0.56347656, - "text": " learning" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight_load.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight_load.json index 3ebeabf24..abcaf8763 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight_load.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8a8_int_dynamic_weight/test_compressed_tensors_w8a8_int_dynamic_weight_load.json @@ -4,33 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 3838, - "logprob": null, - "text": "What" - }, - { - "id": 374, - "logprob": -8.59375, - "text": " is" - }, - { - "id": 5538, - "logprob": -10.921875, - "text": " deep" - }, - { - "id": 6832, - "logprob": -0.56347656, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.5, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -103,33 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 3838, - "logprob": null, - "text": "What" - }, - { - "id": 374, - "logprob": -8.59375, - "text": " is" - }, - { - "id": 5538, - "logprob": -10.921875, - "text": " deep" - }, - { - "id": 6832, - "logprob": -0.56347656, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.5, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -202,33 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 3838, - "logprob": null, - "text": "What" - }, - { - "id": 374, - "logprob": -8.59375, - "text": " is" - }, - { - "id": 5538, - "logprob": -10.921875, - "text": " deep" - }, - { - "id": 6832, - "logprob": -0.56347656, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.5, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -301,33 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 3838, - "logprob": null, - "text": "What" - }, - { - "id": 374, - "logprob": -8.59375, - "text": " is" - }, - { - "id": 5538, - "logprob": -10.921875, - "text": " deep" - }, - { - "id": 6832, - "logprob": -0.56347656, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.5, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an.json index c53a036f9..ce2c1cb4c 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.609375, - "text": "What" - }, - { - "id": 374, - "logprob": -0.92529297, - "text": " is" - }, - { - "id": 5655, - "logprob": -10.0, - "text": " deep" - }, - { - "id": 6975, - "logprob": -0.94628906, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.9042969, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an_all_params.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an_all_params.json index bb1d6f0ed..87b10d5c6 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an_all_params.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.609375, - "text": "What" - }, - { - "id": 374, - "logprob": -0.92529297, - "text": " is" - }, - { - "id": 5655, - "logprob": -10.0, - "text": " deep" - }, - { - "id": 6975, - "logprob": -0.94628906, - "text": " learning" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an_load.json b/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an_load.json index 09f9e3a77..761d69cae 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an_load.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_w8an_fp/test_compressed_tensors_w8an_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.609375, - "text": "What" - }, - { - "id": 374, - "logprob": -0.92529297, - "text": " is" - }, - { - "id": 5655, - "logprob": -10.0, - "text": " deep" - }, - { - "id": 6975, - "logprob": -0.94628906, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.9042969, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.6054688, - "text": "What" - }, - { - "id": 374, - "logprob": -0.92089844, - "text": " is" - }, - { - "id": 5655, - "logprob": -10.0, - "text": " deep" - }, - { - "id": 6975, - "logprob": -0.94433594, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.90625, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.6054688, - "text": "What" - }, - { - "id": 374, - "logprob": -0.92089844, - "text": " is" - }, - { - "id": 5655, - "logprob": -10.0, - "text": " deep" - }, - { - "id": 6975, - "logprob": -0.94433594, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.90625, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.6054688, - "text": "What" - }, - { - "id": 374, - "logprob": -0.92089844, - "text": " is" - }, - { - "id": 5655, - "logprob": -10.0, - "text": " deep" - }, - { - "id": 6975, - "logprob": -0.94433594, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.90625, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16.json b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16.json index bc4acf60c..7f52605fc 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 1841, - "logprob": -5.46875, - "text": "What" - }, - { - "id": 603, - "logprob": -0.69140625, - "text": " is" - }, - { - "id": 5271, - "logprob": -12.0, - "text": " deep" - }, - { - "id": 6044, - "logprob": -0.32226562, - "text": " learning" - }, - { - "id": 235336, - "logprob": -0.33203125, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16_all_params.json b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16_all_params.json index 9999f3aea..08c63e798 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16_all_params.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 1841, - "logprob": -5.46875, - "text": "What" - }, - { - "id": 603, - "logprob": -0.69140625, - "text": " is" - }, - { - "id": 5271, - "logprob": -12.0, - "text": " deep" - }, - { - "id": 6044, - "logprob": -0.32226562, - "text": " learning" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16_load.json b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16_load.json index a4b3b590f..6ca604604 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16_load.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int/test_compressed_tensors_wna16_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 1841, - "logprob": -5.46875, - "text": "What" - }, - { - "id": 603, - "logprob": -0.69140625, - "text": " is" - }, - { - "id": 5271, - "logprob": -12.0, - "text": " deep" - }, - { - "id": 6044, - "logprob": -0.32226562, - "text": " learning" - }, - { - "id": 235336, - "logprob": -0.33203125, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 1841, - "logprob": -5.46875, - "text": "What" - }, - { - "id": 603, - "logprob": -0.71484375, - "text": " is" - }, - { - "id": 5271, - "logprob": -12.0, - "text": " deep" - }, - { - "id": 6044, - "logprob": -0.30859375, - "text": " learning" - }, - { - "id": 235336, - "logprob": -0.3359375, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 1841, - "logprob": -5.46875, - "text": "What" - }, - { - "id": 603, - "logprob": -0.71484375, - "text": " is" - }, - { - "id": 5271, - "logprob": -12.0, - "text": " deep" - }, - { - "id": 6044, - "logprob": -0.30859375, - "text": " learning" - }, - { - "id": 235336, - "logprob": -0.3359375, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 1841, - "logprob": -5.46875, - "text": "What" - }, - { - "id": 603, - "logprob": -0.71484375, - "text": " is" - }, - { - "id": 5271, - "logprob": -12.0, - "text": " deep" - }, - { - "id": 6044, - "logprob": -0.30859375, - "text": " learning" - }, - { - "id": 235336, - "logprob": -0.3359375, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24.json b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24.json index 74e74801f..076384451 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.5390625, - "text": "What" - }, - { - "id": 374, - "logprob": -0.86035156, - "text": " is" - }, - { - "id": 5655, - "logprob": -8.828125, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.4912109, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.1152344, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24_all_params.json b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24_all_params.json index 596736ff0..16f7a09a9 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24_all_params.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.5390625, - "text": "What" - }, - { - "id": 374, - "logprob": -0.86035156, - "text": " is" - }, - { - "id": 5655, - "logprob": -8.828125, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.4912109, - "text": " learning" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24_load.json b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24_load.json index c32c80cc5..9c26fff21 100644 --- a/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24_load.json +++ b/integration-tests/models/__snapshots__/test_compressed_tensors_wna16_int_24/test_compressed_tensors_wna16_int_24_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.5390625, - "text": "What" - }, - { - "id": 374, - "logprob": -0.86035156, - "text": " is" - }, - { - "id": 5655, - "logprob": -8.828125, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.4912109, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.1152344, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.5351562, - "text": "What" - }, - { - "id": 374, - "logprob": -0.85791016, - "text": " is" - }, - { - "id": 5655, - "logprob": -8.828125, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.4882812, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.1210938, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.5351562, - "text": "What" - }, - { - "id": 374, - "logprob": -0.85791016, - "text": " is" - }, - { - "id": 5655, - "logprob": -8.828125, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.4882812, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.1210938, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -7.5351562, - "text": "What" - }, - { - "id": 374, - "logprob": -0.85791016, - "text": " is" - }, - { - "id": 5655, - "logprob": -8.828125, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.4882812, - "text": " learning" - }, - { - "id": 30, - "logprob": -2.1210938, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq.json b/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq.json index dcd37cb99..f2649c111 100644 --- a/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq.json +++ b/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.703125, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4765625, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8583984, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7548828, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq_all_params.json b/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq_all_params.json index d16d34f9b..5e816c1a1 100644 --- a/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 338, - "logprob": -9.0859375, - "text": "is" - }, - { - "id": 21784, - "logprob": -10.90625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -2.65625, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -4.8085938, - "text": "?" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq_load.json b/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq_load.json index e6fb3dc00..47f3a52cc 100644 --- a/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq_load.json +++ b/integration-tests/models/__snapshots__/test_flash_awq/test_flash_llama_awq_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.703125, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4765625, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8652344, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7548828, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.703125, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4765625, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8583984, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7548828, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.703125, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4765625, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8652344, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7548828, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.703125, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4765625, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8652344, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7548828, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_awq_sharded/test_flash_llama_awq_load_sharded.json b/integration-tests/models/__snapshots__/test_flash_awq_sharded/test_flash_llama_awq_load_sharded.json index f1d9129d0..56a10a757 100644 --- a/integration-tests/models/__snapshots__/test_flash_awq_sharded/test_flash_llama_awq_load_sharded.json +++ b/integration-tests/models/__snapshots__/test_flash_awq_sharded/test_flash_llama_awq_load_sharded.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.6914062, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4746094, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8623047, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7558594, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.6914062, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4746094, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8623047, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7558594, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.6914062, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4746094, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8623047, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7558594, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.6914062, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4746094, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8623047, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7558594, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_awq_sharded/test_flash_llama_awq_sharded.json b/integration-tests/models/__snapshots__/test_flash_awq_sharded/test_flash_llama_awq_sharded.json index 0f91eb360..b072bde77 100644 --- a/integration-tests/models/__snapshots__/test_flash_awq_sharded/test_flash_llama_awq_sharded.json +++ b/integration-tests/models/__snapshots__/test_flash_awq_sharded/test_flash_llama_awq_sharded.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -7.6914062, - "text": "What" - }, - { - "id": 338, - "logprob": -1.4746094, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.390625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.8623047, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.7558594, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2.json b/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2.json index 732b0c499..99b5e6625 100644 --- a/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2.json +++ b/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 100000, - "logprob": null, - "text": "<｜begin▁of▁sentence｜>" - }, - { - "id": 3533, - "logprob": -9.625, - "text": "Test" - }, - { - "id": 3102, - "logprob": -11.25, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_all_params.json b/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_all_params.json index 6b45cf6b9..2a95f0a50 100644 --- a/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_all_params.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "eos_token", "generated_tokens": 4, - "prefill": [ - { - "id": 100000, - "logprob": null, - "text": "<｜begin▁of▁sentence｜>" - }, - { - "id": 3533, - "logprob": -9.625, - "text": "Test" - }, - { - "id": 3102, - "logprob": -11.25, - "text": " request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_load.json b/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_load.json index f1eeab25c..30b27a6fe 100644 --- a/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_load.json +++ b/integration-tests/models/__snapshots__/test_flash_deepseek_v2/test_flash_deepseek_v2_load.json @@ -4,23 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 100000, - "logprob": null, - "text": "<｜begin▁of▁sentence｜>" - }, - { - "id": 3533, - "logprob": -9.625, - "text": "Test" - }, - { - "id": 3102, - "logprob": -11.25, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -93,23 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 100000, - "logprob": null, - "text": "<｜begin▁of▁sentence｜>" - }, - { - "id": 3533, - "logprob": -9.625, - "text": "Test" - }, - { - "id": 3102, - "logprob": -11.25, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 100000, - "logprob": null, - "text": "<｜begin▁of▁sentence｜>" - }, - { - "id": 3533, - "logprob": -9.625, - "text": "Test" - }, - { - "id": 3102, - "logprob": -11.25, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 100000, - "logprob": null, - "text": "<｜begin▁of▁sentence｜>" - }, - { - "id": 3533, - "logprob": -9.625, - "text": "Test" - }, - { - "id": 3102, - "logprob": -11.25, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon.json b/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon.json index 488f3de3d..1d2573f03 100644 --- a/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon.json +++ b/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon.json @@ -3,313 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50, - "logprob": null, - "text": "G" - }, - { - "id": 330, - "logprob": -5.96875, - "text": "ir" - }, - { - "id": 1622, - "logprob": -5.6132812, - "text": "af" - }, - { - "id": 249, - "logprob": -6.5039062, - "text": "at" - }, - { - 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{ - "id": 271, - "logprob": -0.103637695, - "text": " to" - }, - { - "id": 248, - "logprob": -0.58447266, - "text": " the" - }, - { - "id": 21735, - "logprob": -3.6835938, - "text": " glorious" - }, - { - "id": 64398, - "logprob": -1.8173828, - "text": " majesty" - }, - { - "id": 275, - "logprob": -0.23510742, - "text": " of" - }, - { - "id": 248, - "logprob": -0.35473633, - "text": " the" - }, - { - "id": 26680, - "logprob": -0.24633789, - "text": " gir" - }, - { - "id": 23226, - "logprob": -0.02960205, - "text": "affe" - }, - { - "id": 25, - "logprob": -0.17333984, - "text": "." - }, - { - "id": 193, - "logprob": -1.3935547, - "text": "\n" - }, - { - "id": 23626, - "logprob": -10.0625, - "text": "Daniel" - }, - { - "id": 37, - "logprob": -4.59375, - "text": ":" - }, - { - "id": 23090, - "logprob": -6.9375, - "text": " Hello" - }, - { - "id": 23, - "logprob": -0.99365234, - "text": "," - }, - { - "id": 29033, - "logprob": -2.2324219, - "text": " Gir" - }, - { - "id": 1622, - "logprob": -0.10809326, - "text": "af" - }, - { - "id": 249, - "logprob": -0.042663574, - "text": "at" - }, - { - "id": 1480, - "logprob": -0.0024776459, - "text": "ron" - }, - { - "id": 12, - "logprob": -1.4277344, - "text": "!" - }, - { - "id": 193, - "logprob": -1.1015625, - "text": "\n" - }, - { - "id": 50, - "logprob": -0.05709839, - "text": "G" - }, - { - "id": 330, - "logprob": -0.13208008, - "text": "ir" - }, - { - "id": 1622, - "logprob": -0.0071487427, - "text": "af" - }, - { - "id": 249, - "logprob": -0.008468628, - "text": "at" - }, - { - "id": 1480, - "logprob": -0.00068998337, - "text": "ron" - }, - { - "id": 37, - "logprob": -0.0074691772, - "text": ":" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon_all_params.json b/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon_all_params.json index cd35186d1..a5c751ec2 100644 --- a/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 330, - "logprob": null, - "text": "ir" - }, - { - "id": 1622, - "logprob": -7.8125, - "text": "af" - }, - { - "id": 249, - "logprob": -4.5, - "text": "at" - }, - { - "id": 1480, - "logprob": -10.875, - "text": "ron" - }, - { - "id": 37, - "logprob": -3.6875, - "text": ":" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon_load.json b/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon_load.json index 90a35eb7e..f3dc6e419 100644 --- a/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon_load.json +++ b/integration-tests/models/__snapshots__/test_flash_falcon/test_flash_falcon_load.json @@ -4,313 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50, - "logprob": null, - "text": "G" - }, - { - "id": 330, - "logprob": -5.96875, - "text": "ir" - }, - { - "id": 1622, - "logprob": -5.6171875, - 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"prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -10.0, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -10.0, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -10.0, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_gemma/test_flash_gemma_simple.json b/integration-tests/models/__snapshots__/test_flash_gemma/test_flash_gemma_simple.json index e322446bb..ea9c12884 100644 --- a/integration-tests/models/__snapshots__/test_flash_gemma/test_flash_gemma_simple.json +++ b/integration-tests/models/__snapshots__/test_flash_gemma/test_flash_gemma_simple.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - 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"prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -9.640625, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.34375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_gemma_gptq/test_flash_gemma_gptq_all_params.json b/integration-tests/models/__snapshots__/test_flash_gemma_gptq/test_flash_gemma_gptq_all_params.json index a7019a43a..6306f75e2 100644 --- a/integration-tests/models/__snapshots__/test_flash_gemma_gptq/test_flash_gemma_gptq_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_gemma_gptq/test_flash_gemma_gptq_all_params.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -9.6484375, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.3671875, - "text": " request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_gemma_gptq/test_flash_gemma_gptq_load.json b/integration-tests/models/__snapshots__/test_flash_gemma_gptq/test_flash_gemma_gptq_load.json index bcb9b378d..b065fdb50 100644 --- a/integration-tests/models/__snapshots__/test_flash_gemma_gptq/test_flash_gemma_gptq_load.json +++ b/integration-tests/models/__snapshots__/test_flash_gemma_gptq/test_flash_gemma_gptq_load.json @@ -4,23 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -9.6484375, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.359375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -93,23 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -9.6484375, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.34375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -9.640625, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.3671875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2, - "logprob": null, - "text": "" - }, - { - "id": 2015, - "logprob": -9.6484375, - "text": "Test" - }, - { - "id": 3853, - "logprob": -10.359375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_gpt2/test_flash_gpt2.json b/integration-tests/models/__snapshots__/test_flash_gpt2/test_flash_gpt2.json index ca7393a3b..385cb99a3 100644 --- a/integration-tests/models/__snapshots__/test_flash_gpt2/test_flash_gpt2.json +++ b/integration-tests/models/__snapshots__/test_flash_gpt2/test_flash_gpt2.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2061, - "logprob": null, - "text": "What" - }, - { - "id": 318, - "logprob": -3.1835938, - "text": " is" - }, - { - "id": 2769, - "logprob": -9.171875, - "text": " deep" - }, - { - "id": 4673, - "logprob": -1.6425781, - "text": " learning" - }, - { - "id": 30, - "logprob": -0.7314453, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_gpt2/test_flash_gpt2_load.json b/integration-tests/models/__snapshots__/test_flash_gpt2/test_flash_gpt2_load.json index 7bd15b900..4d5cc4b10 100644 --- a/integration-tests/models/__snapshots__/test_flash_gpt2/test_flash_gpt2_load.json +++ b/integration-tests/models/__snapshots__/test_flash_gpt2/test_flash_gpt2_load.json @@ -4,33 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2061, - "logprob": null, - "text": "What" - }, - { - "id": 318, - "logprob": -3.1835938, - "text": " is" - }, - { - "id": 2769, - "logprob": -9.171875, - "text": " deep" - }, - { - "id": 4673, - "logprob": -1.6425781, - "text": " learning" - }, - { - "id": 30, - "logprob": -0.7314453, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -103,33 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2061, - "logprob": null, - "text": "What" - }, - { - "id": 318, - "logprob": -3.1660156, - "text": " is" - }, - { - "id": 2769, - "logprob": -9.1796875, - "text": " deep" - }, - { - "id": 4673, - "logprob": -1.6376953, - "text": " learning" - }, - { - "id": 30, - "logprob": -0.72216797, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -202,33 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2061, - "logprob": null, - "text": "What" - }, - { - "id": 318, - "logprob": -3.1660156, - "text": " is" - }, - { - "id": 2769, - "logprob": -9.1796875, - "text": " deep" - }, - { - "id": 4673, - "logprob": -1.6376953, - "text": " learning" - }, - { - "id": 30, - "logprob": -0.72216797, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -301,33 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2061, - "logprob": null, - "text": "What" - }, - { - "id": 318, - "logprob": -3.1660156, - "text": " is" - }, - { - "id": 2769, - "logprob": -9.1796875, - "text": " deep" - }, - { - "id": 4673, - "logprob": -1.6376953, - "text": " learning" - }, - { - "id": 30, - "logprob": -0.72216797, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar.json b/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar.json index 0e87f59eb..d9411ad73 100644 --- a/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar.json +++ b/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -13.90625, - "text": "Test" - }, - { - "id": 2009, - "logprob": -12.328125, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_json.json b/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_json.json index d7fb620d4..29aeccd6a 100644 --- a/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_json.json +++ b/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_json.json @@ -3,88 +3,7 @@ "best_of_sequences": null, "finish_reason": "eos_token", "generated_tokens": 30, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 5235, - "logprob": -10.0625, - "text": "info" - }, - { - "id": 29901, - "logprob": -3.2324219, - "text": ":" - }, - { - "id": 13260, - "logprob": -10.625, - "text": "dav" - }, - { - "id": 333, - "logprob": -0.08276367, - "text": "id" - }, - { - "id": 8753, - "logprob": -7.5273438, - "text": "hol" - }, - { - "id": 17559, - "logprob": -3.8476562, - "text": "tz" - }, - { - "id": 763, - "logprob": -10.140625, - "text": "like" - }, - { - "id": 10697, - "logprob": -10.1953125, - "text": "trees" - }, - { - "id": 322, - "logprob": -2.5742188, - "text": "and" - }, - { - "id": 756, - "logprob": -7.4882812, - "text": "has" - }, - { - "id": 1023, - "logprob": -5.0507812, - "text": "two" - }, - { - "id": 274, - "logprob": -5.3164062, - "text": "c" - }, - { - "id": 1446, - "logprob": -0.6694336, - "text": "ats" - }, - { - "id": 29889, - "logprob": -0.9995117, - "text": "." - }, - { - "id": 29871, - "logprob": -4.2421875, - "text": "" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_load.json b/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_load.json index 411f39477..9476ad8c0 100644 --- a/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_load.json +++ b/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_load.json @@ -4,53 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1024, - "logprob": -10.578125, - "text": "name" - }, - { - "id": 29901, - "logprob": -3.0332031, - "text": ":" - }, - { - "id": 13260, - "logprob": -9.171875, - "text": "dav" - }, - { - "id": 333, - "logprob": -0.04257202, - "text": "id" - }, - { - "id": 29889, - "logprob": -2.4785156, - "text": "." - }, - { - "id": 4876, - "logprob": -10.7890625, - "text": "email" - }, - { - "id": 29901, - "logprob": -0.32495117, - "text": ":" - }, - { - "id": 259, - "logprob": -9.4921875, - "text": " " - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -123,53 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1024, - "logprob": -10.578125, - "text": "name" - }, - { - "id": 29901, - "logprob": -3.03125, - "text": ":" - }, - { - "id": 13260, - "logprob": -9.171875, - "text": "dav" - }, - { - "id": 333, - "logprob": -0.04244995, - "text": "id" - }, - { - "id": 29889, - "logprob": -2.4863281, - "text": "." - }, - { - "id": 4876, - "logprob": -10.7890625, - "text": "email" - }, - { - "id": 29901, - "logprob": -0.32714844, - "text": ":" - }, - { - "id": 259, - "logprob": -9.4921875, - "text": " " - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -242,53 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1024, - "logprob": -10.578125, - "text": "name" - }, - { - "id": 29901, - "logprob": -3.0332031, - "text": ":" - }, - { - "id": 13260, - "logprob": -9.171875, - "text": "dav" - }, - { - "id": 333, - "logprob": -0.04257202, - "text": "id" - }, - { - "id": 29889, - "logprob": -2.4785156, - "text": "." - }, - { - "id": 4876, - "logprob": -10.7890625, - "text": "email" - }, - { - "id": 29901, - "logprob": -0.32495117, - "text": ":" - }, - { - "id": 259, - "logprob": -9.4921875, - "text": " " - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -361,53 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1024, - "logprob": -10.578125, - "text": "name" - }, - { - "id": 29901, - "logprob": -3.0332031, - "text": ":" - }, - { - "id": 13260, - "logprob": -9.171875, - "text": "dav" - }, - { - "id": 333, - "logprob": -0.04257202, - "text": "id" - }, - { - "id": 29889, - "logprob": -2.4785156, - "text": "." - }, - { - "id": 4876, - "logprob": -10.7890625, - "text": "email" - }, - { - "id": 29901, - "logprob": -0.32495117, - "text": ":" - }, - { - "id": 259, - "logprob": -9.4921875, - "text": " " - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_regex.json b/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_regex.json index 1ba9ae1ee..4ef0fa559 100644 --- a/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_regex.json +++ b/integration-tests/models/__snapshots__/test_flash_grammar_llama/test_flash_llama_grammar_regex.json @@ -3,43 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 806, - "logprob": -11.890625, - "text": "Wh" - }, - { - "id": 1446, - "logprob": -3.6699219, - "text": "ats" - }, - { - "id": 2921, - "logprob": -7.8203125, - "text": "Go" - }, - { - "id": 468, - "logprob": -8.0703125, - "text": "og" - }, - { - "id": 793, - "logprob": -2.1875, - "text": "les" - }, - { - "id": 16332, - "logprob": -9.7109375, - "text": "DNS" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_all_params.json b/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_all_params.json index 9f1453777..6e7da1c90 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_all_params.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "stop_sequence", "generated_tokens": 5, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -8.6875, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.546875, - "text": "request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_load.json b/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_load.json index 3543dad23..08f0eaecc 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_load.json +++ b/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_load.json @@ -4,23 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -8.6875, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.546875, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -93,23 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -8.6875, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.546875, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -8.6875, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.546875, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -8.6875, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.546875, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_simple.json b/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_simple.json index a7f7d2f0b..8a57c847a 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_simple.json +++ b/integration-tests/models/__snapshots__/test_flash_llama/test_flash_llama_simple.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -8.6875, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.546875, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2.json b/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2.json index f6e4bb903..f4fc292f0 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2.json @@ -3,18 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.4375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2_all_params.json b/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2_all_params.json index 6b38e7099..c3f2abb57 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2_all_params.json @@ -3,18 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.453125, - "text": " request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2_load.json b/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2_load.json index ed369a87d..c995d11c1 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2_load.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_exl2/test_flash_llama_exl2_load.json @@ -4,18 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.453125, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -88,18 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.40625, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -172,18 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.421875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -256,18 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.4140625, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8.json b/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8.json index 85cfb91f1..75b0705e0 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 2323, - "logprob": -9.421875, - "text": "Test" - }, - { - "id": 1715, - "logprob": -10.546875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_all_params.json b/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_all_params.json index 13c46f540..5f7d3db8b 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_all_params.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 2323, - "logprob": -9.5234375, - "text": "Test" - }, - { - "id": 1715, - "logprob": -10.421875, - "text": " request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_load.json b/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_load.json index 1e9ff6c00..c95eeadcb 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_load.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_fp8/test_flash_llama_fp8_load.json @@ -4,23 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 2323, - "logprob": -9.5625, - "text": "Test" - }, - { - "id": 1715, - "logprob": -10.375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -93,23 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 2323, - "logprob": -9.5625, - "text": "Test" - }, - { - "id": 1715, - "logprob": -10.375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 2323, - "logprob": -9.5625, - "text": "Test" - }, - { - "id": 1715, - "logprob": -10.375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 2323, - "logprob": -9.5625, - "text": "Test" - }, - { - "id": 1715, - "logprob": -10.375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache.json b/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache.json index b82882c00..2c1e349e5 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.1875, - "text": "What" - }, - { - "id": 374, - "logprob": -0.93359375, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.875, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.1796875, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.75, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache_all_params.json b/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache_all_params.json index f195f8f73..adae8e633 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 374, - "logprob": -18.0, - "text": " is" - }, - { - "id": 5655, - "logprob": -11.8359375, - "text": " deep" - }, - { - "id": 6975, - "logprob": -2.0703125, - "text": " learning" - }, - { - "id": 30, - "logprob": -5.9765625, - "text": "?" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache_load.json b/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache_load.json index c7acee467..b54346bc8 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache_load.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_fp8_kv_cache/test_flash_llama_fp8_kv_cache_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.1875, - "text": "What" - }, - { - "id": 374, - "logprob": -0.93359375, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.875, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.1796875, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.75, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.21875, - "text": "What" - }, - { - "id": 374, - "logprob": -0.95703125, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.9375, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.1328125, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.75, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.21875, - "text": "What" - }, - { - "id": 374, - "logprob": -0.95703125, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.9375, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.1328125, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.75, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 128000, - "logprob": null, - "text": "<|begin_of_text|>" - }, - { - "id": 3923, - "logprob": -6.21875, - "text": "What" - }, - { - "id": 374, - "logprob": -0.95703125, - "text": " is" - }, - { - "id": 5655, - "logprob": -9.9375, - "text": " deep" - }, - { - "id": 6975, - "logprob": -1.1328125, - "text": " learning" - }, - { - "id": 30, - "logprob": -1.75, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq.json b/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq.json index 0f99d2597..adf52c84b 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq.json @@ -3,18 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.34375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq_all_params.json b/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq_all_params.json index 4152b5b30..15a420e41 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq_all_params.json @@ -3,18 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.34375, - "text": " request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq_load.json b/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq_load.json index 75e903033..d22cdde78 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq_load.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_gptq/test_flash_llama_gptq_load.json @@ -4,18 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.34375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -88,18 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.34375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -172,18 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.34375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -256,18 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2323, - "logprob": null, - "text": "Test" - }, - { - "id": 1715, - "logprob": -11.34375, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin.json b/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin.json index 47849a3f9..2f261d86c 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -12.390625, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.0625, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin_all_params.json b/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin_all_params.json index bda2393e8..c5a1cdb81 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin_all_params.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -12.390625, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.0625, - "text": "request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin_load.json b/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin_load.json index 44c26efbd..a66984235 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin_load.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_marlin/test_flash_llama_marlin_load.json @@ -4,23 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -12.390625, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.0625, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -93,23 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -12.390625, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.0625, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -12.390625, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.0625, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -12.390625, - "text": "Test" - }, - { - "id": 2009, - "logprob": -11.0625, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin.json b/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin.json index 94883de5f..ad4dc7b1a 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.0859375, - "text": "Test" - }, - { - "id": 2009, - "logprob": -16.359375, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin24_all_params.json b/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin24_all_params.json index 58cacb802..4dde974a9 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin24_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin24_all_params.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.0859375, - "text": "Test" - }, - { - "id": 2009, - "logprob": -16.359375, - "text": "request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin24_load.json b/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin24_load.json index 96a40fa42..0ba14b825 100644 --- a/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin24_load.json +++ b/integration-tests/models/__snapshots__/test_flash_llama_marlin_24/test_flash_llama_marlin24_load.json @@ -4,23 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.0859375, - "text": "Test" - }, - { - "id": 2009, - "logprob": -16.359375, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -93,23 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.0859375, - "text": "Test" - }, - { - "id": 2009, - "logprob": -16.359375, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.0859375, - "text": "Test" - }, - { - "id": 2009, - "logprob": -16.359375, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.0859375, - "text": "Test" - }, - { - "id": 2009, - "logprob": -16.359375, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_all_params.json b/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_all_params.json index d8a298eb2..c83a6010b 100644 --- a/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 338, - "logprob": -10.0078125, - "text": "is" - }, - { - "id": 21784, - "logprob": -15.515625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -2.8847656, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -4.140625, - "text": "?" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_load.json b/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_load.json index 413af1d7e..d7ae88710 100644 --- a/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_load.json +++ b/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -10.734375, - "text": "What" - }, - { - "id": 338, - "logprob": -1.5488281, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.2890625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.2753906, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.48046875, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -107,38 +76,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -10.734375, - "text": "What" - }, - { - "id": 338, - "logprob": -1.5488281, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.2890625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.2724609, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.47729492, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -210,38 +148,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -10.734375, - "text": "What" - }, - { - "id": 338, - "logprob": -1.5488281, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.2890625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.2724609, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.47729492, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -313,38 +220,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -10.734375, - "text": "What" - }, - { - "id": 338, - "logprob": -1.5488281, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.2890625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.2724609, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.47729492, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_simple.json b/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_simple.json index 15754b149..d4b3f5ede 100644 --- a/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_simple.json +++ b/integration-tests/models/__snapshots__/test_flash_medusa/test_flash_medusa_simple.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1724, - "logprob": -10.734375, - "text": "What" - }, - { - "id": 338, - "logprob": -1.5488281, - "text": "is" - }, - { - "id": 21784, - "logprob": -9.2890625, - "text": "Deep" - }, - { - "id": 29257, - "logprob": -1.2753906, - "text": "Learning" - }, - { - "id": 29973, - "logprob": -0.48046875, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral.json b/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral.json index 4e7de9a67..7e35afda5 100644 --- a/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral.json +++ b/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 3735, - "logprob": -12.9140625, - "text": "Test" - }, - { - "id": 2159, - "logprob": -10.7578125, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral_all_params.json b/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral_all_params.json index c0dc64718..d98e7d979 100644 --- a/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral_all_params.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 3735, - "logprob": -12.9140625, - "text": "Test" - }, - { - "id": 2159, - "logprob": -10.7578125, - "text": "request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral_load.json b/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral_load.json index 9d133077d..f3a4a02b9 100644 --- a/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral_load.json +++ b/integration-tests/models/__snapshots__/test_flash_mistral/test_flash_mistral_load.json @@ -4,23 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 3735, - "logprob": -12.9140625, - "text": "Test" - }, - { - "id": 2159, - "logprob": -10.7578125, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -93,23 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 3735, - "logprob": -12.9140625, - "text": "Test" - }, - { - "id": 2159, - "logprob": -10.7578125, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 3735, - "logprob": -12.9140625, - "text": "Test" - }, - { - "id": 2159, - "logprob": -10.7578125, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 3735, - "logprob": -12.9140625, - "text": "Test" - }, - { - "id": 2159, - "logprob": -10.7578125, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral.json b/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral.json index 56419967b..4ee34cded 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral.json @@ -3,48 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -6.1445312, - "text": "What" - }, - { - "id": 349, - "logprob": -1.4648438, - "text": "is" - }, - { - "id": 21135, - "logprob": -13.6875, - "text": "gradient" - }, - { - "id": 24871, - "logprob": -1.6005859, - "text": "descent" - }, - { - "id": 28804, - "logprob": -0.39526367, - "text": "?" - }, - { - "id": 13, - "logprob": -0.640625, - "text": "\n" - }, - { - "id": 13, - "logprob": -0.18774414, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral_all_params.json b/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral_all_params.json index e25086c61..d6b1490e5 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 24871, - "logprob": -17.234375, - "text": "descent" - }, - { - "id": 28804, - "logprob": -7.4375, - "text": "?" - }, - { - "id": 13, - "logprob": -0.8046875, - "text": "\n" - }, - { - "id": 13, - "logprob": -0.33032227, - "text": "\n" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral_load.json b/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral_load.json index 55056cfda..2e0578fd0 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral_load.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral/test_flash_mixtral_load.json @@ -4,48 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -6.1445312, - "text": "What" - }, - { - "id": 349, - "logprob": -1.4648438, - "text": "is" - }, - { - "id": 21135, - "logprob": -13.6875, - "text": "gradient" - }, - { - "id": 24871, - "logprob": -1.6005859, - "text": "descent" - }, - { - "id": 28804, - "logprob": -0.39526367, - "text": "?" - }, - { - "id": 13, - "logprob": -0.640625, - "text": "\n" - }, - { - "id": 13, - "logprob": -0.18774414, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -118,48 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -6.1445312, - "text": "What" - }, - { - "id": 349, - "logprob": -1.4677734, - "text": "is" - }, - { - "id": 21135, - "logprob": -13.6875, - "text": "gradient" - }, - { - "id": 24871, - "logprob": -1.6015625, - "text": "descent" - }, - { - "id": 28804, - "logprob": -0.39453125, - "text": "?" - }, - { - "id": 13, - "logprob": -0.6435547, - "text": "\n" - }, - { - "id": 13, - "logprob": -0.18713379, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -232,48 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -6.140625, - "text": "What" - }, - { - "id": 349, - "logprob": -1.4658203, - "text": "is" - }, - { - "id": 21135, - "logprob": -13.6796875, - "text": "gradient" - }, - { - "id": 24871, - "logprob": -1.5898438, - "text": "descent" - }, - { - "id": 28804, - "logprob": -0.3955078, - "text": "?" - }, - { - "id": 13, - "logprob": -0.64501953, - "text": "\n" - }, - { - "id": 13, - "logprob": -0.18493652, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -346,48 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -6.1328125, - "text": "What" - }, - { - "id": 349, - "logprob": -1.4658203, - "text": "is" - }, - { - "id": 21135, - "logprob": -13.6796875, - "text": "gradient" - }, - { - "id": 24871, - "logprob": -1.5947266, - "text": "descent" - }, - { - "id": 28804, - "logprob": -0.39648438, - "text": "?" - }, - { - "id": 13, - "logprob": -0.6464844, - "text": "\n" - }, - { - "id": 13, - "logprob": -0.18688965, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq.json b/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq.json index 9ca22e10e..3793cd84c 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -12.296875, - "text": "What" - }, - { - "id": 349, - "logprob": -0.97216797, - "text": "is" - }, - { - "id": 3534, - "logprob": -10.1796875, - "text": "deep" - }, - { - "id": 5168, - "logprob": -0.9658203, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.44384766, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq_all_params.json b/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq_all_params.json index 38ab7263a..817a41836 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 349, - "logprob": -13.921875, - "text": "is" - }, - { - "id": 3534, - "logprob": -11.2265625, - "text": "deep" - }, - { - "id": 5168, - "logprob": -2.3886719, - "text": "learning" - }, - { - "id": 28804, - "logprob": -4.7109375, - "text": "?" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq_load.json b/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq_load.json index 329d73eef..47d51e4dd 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq_load.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral_awq/test_flash_mixtral_awq_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -12.296875, - "text": "What" - }, - { - "id": 349, - "logprob": -0.97216797, - "text": "is" - }, - { - "id": 3534, - "logprob": -10.1796875, - "text": "deep" - }, - { - "id": 5168, - "logprob": -0.9658203, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.44384766, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -12.34375, - "text": "What" - }, - { - "id": 349, - "logprob": -0.96728516, - "text": "is" - }, - { - "id": 3534, - "logprob": -10.1796875, - "text": "deep" - }, - { - "id": 5168, - "logprob": -0.97265625, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.44189453, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -12.34375, - "text": "What" - }, - { - "id": 349, - "logprob": -0.96728516, - "text": "is" - }, - { - "id": 3534, - "logprob": -10.1796875, - "text": "deep" - }, - { - "id": 5168, - "logprob": -0.97265625, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.44189453, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -12.34375, - "text": "What" - }, - { - "id": 349, - "logprob": -0.96728516, - "text": "is" - }, - { - "id": 3534, - "logprob": -10.1796875, - "text": "deep" - }, - { - "id": 5168, - "logprob": -0.97265625, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.44189453, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq.json b/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq.json index b835bf075..d4ef11ad3 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq.json @@ -3,38 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -9.2890625, - "text": "What" - }, - { - "id": 349, - "logprob": -1.1503906, - "text": "is" - }, - { - "id": 3534, - "logprob": -9.5859375, - "text": "deep" - }, - { - "id": 5168, - "logprob": -1.3945312, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.4555664, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq_all_params.json b/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq_all_params.json index 77c885990..3329348ee 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 349, - "logprob": -12.0546875, - "text": "is" - }, - { - "id": 3534, - "logprob": -10.53125, - "text": "deep" - }, - { - "id": 5168, - "logprob": -2.71875, - "text": "learning" - }, - { - "id": 28804, - "logprob": -5.0078125, - "text": "?" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq_load.json b/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq_load.json index 959e3c557..abfa7618a 100644 --- a/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq_load.json +++ b/integration-tests/models/__snapshots__/test_flash_mixtral_gptq/test_flash_mixtral_gptq_load.json @@ -4,38 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -9.2890625, - "text": "What" - }, - { - "id": 349, - "logprob": -1.1503906, - "text": "is" - }, - { - "id": 3534, - "logprob": -9.5859375, - "text": "deep" - }, - { - "id": 5168, - "logprob": -1.3945312, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.4555664, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -108,38 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -9.2890625, - "text": "What" - }, - { - "id": 349, - "logprob": -1.1425781, - "text": "is" - }, - { - "id": 3534, - "logprob": -9.59375, - "text": "deep" - }, - { - "id": 5168, - "logprob": -1.390625, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.45532227, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -212,38 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -9.2890625, - "text": "What" - }, - { - "id": 349, - "logprob": -1.1425781, - "text": "is" - }, - { - "id": 3534, - "logprob": -9.59375, - "text": "deep" - }, - { - "id": 5168, - "logprob": -1.390625, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.45532227, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -316,38 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 1824, - "logprob": -9.2890625, - "text": "What" - }, - { - "id": 349, - "logprob": -1.1425781, - "text": "is" - }, - { - "id": 3534, - "logprob": -9.59375, - "text": "deep" - }, - { - "id": 5168, - "logprob": -1.390625, - "text": "learning" - }, - { - "id": 28804, - "logprob": -0.45532227, - "text": "?" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_neox/test_flash_neox.json b/integration-tests/models/__snapshots__/test_flash_neox/test_flash_neox.json index 66ddbaefa..ff73932d5 100644 --- a/integration-tests/models/__snapshots__/test_flash_neox/test_flash_neox.json +++ b/integration-tests/models/__snapshots__/test_flash_neox/test_flash_neox.json @@ -3,48 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|USER|>" - }, - { - "id": 1276, - "logprob": -4.5546875, - "text": "What" - }, - { - "id": 434, - "logprob": -4.234375, - "text": "'s" - }, - { - "id": 634, - "logprob": -5.1054688, - "text": " your" - }, - { - "id": 12315, - "logprob": -9.953125, - "text": " mood" - }, - { - "id": 3063, - "logprob": -4.0820312, - "text": " today" - }, - { - "id": 32, - "logprob": -0.15148926, - "text": "?" - }, - { - "id": 50279, - "logprob": -0.27026367, - "text": "<|ASSISTANT|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_neox/test_flash_neox_load.json b/integration-tests/models/__snapshots__/test_flash_neox/test_flash_neox_load.json index 5ef6b3a20..00773d24f 100644 --- a/integration-tests/models/__snapshots__/test_flash_neox/test_flash_neox_load.json +++ b/integration-tests/models/__snapshots__/test_flash_neox/test_flash_neox_load.json @@ -4,48 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|USER|>" - }, - { - "id": 1276, - "logprob": -4.5546875, - "text": "What" - }, - { - "id": 434, - "logprob": -4.234375, - "text": "'s" - }, - { - "id": 634, - "logprob": -5.21875, - "text": " your" - }, - { - "id": 12315, - "logprob": -9.9375, - "text": " mood" - }, - { - "id": 3063, - "logprob": -4.1015625, - "text": " today" - }, - { - "id": 32, - "logprob": -0.15319824, - "text": "?" - }, - { - "id": 50279, - "logprob": -0.2614746, - "text": "<|ASSISTANT|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -117,48 +76,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|USER|>" - }, - { - "id": 1276, - "logprob": -4.5546875, - "text": "What" - }, - { - "id": 434, - "logprob": -4.234375, - "text": "'s" - }, - { - "id": 634, - "logprob": -5.1054688, - "text": " your" - }, - { - "id": 12315, - "logprob": -9.953125, - "text": " mood" - }, - { - "id": 3063, - "logprob": -4.0820312, - "text": " today" - }, - { - "id": 32, - "logprob": -0.15148926, - "text": "?" - }, - { - "id": 50279, - "logprob": -0.27026367, - "text": "<|ASSISTANT|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -230,48 +148,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|USER|>" - }, - { - "id": 1276, - "logprob": -4.5546875, - "text": "What" - }, - { - "id": 434, - "logprob": -4.234375, - "text": "'s" - }, - { - "id": 634, - "logprob": -5.21875, - "text": " your" - }, - { - "id": 12315, - "logprob": -9.9375, - "text": " mood" - }, - { - "id": 3063, - "logprob": -4.1015625, - "text": " today" - }, - { - "id": 32, - "logprob": -0.15319824, - "text": "?" - }, - { - "id": 50279, - "logprob": -0.2614746, - "text": "<|ASSISTANT|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -343,48 +220,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|USER|>" - }, - { - "id": 1276, - "logprob": -4.5546875, - "text": "What" - }, - { - "id": 434, - "logprob": -4.234375, - "text": "'s" - }, - { - "id": 634, - "logprob": -5.21875, - "text": " your" - }, - { - "id": 12315, - "logprob": -9.9375, - "text": " mood" - }, - { - "id": 3063, - "logprob": -4.1015625, - "text": " today" - }, - { - "id": 32, - "logprob": -0.15319824, - "text": "?" - }, - { - "id": 50279, - "logprob": -0.2614746, - "text": "<|ASSISTANT|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_neox_sharded/test_flash_neox.json b/integration-tests/models/__snapshots__/test_flash_neox_sharded/test_flash_neox.json index 787704ce0..619a6e48c 100644 --- a/integration-tests/models/__snapshots__/test_flash_neox_sharded/test_flash_neox.json +++ b/integration-tests/models/__snapshots__/test_flash_neox_sharded/test_flash_neox.json @@ -3,98 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - 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"prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|prompter|>" - }, - { - "id": 1276, - "logprob": -8.03125, - "text": "What" - }, - { - "id": 310, - "logprob": -5.421875, - "text": " is" - }, - { - "id": 247, - "logprob": -2.1601562, - "text": " a" - }, - { - "id": 1167, - "logprob": -5.4609375, - "text": " mem" - }, - { - "id": 70, - "logprob": -0.005657196, - "text": "e" - }, - { - "id": 13, - "logprob": -7.28125, - "text": "," - }, - { - "id": 285, - "logprob": -0.2980957, - "text": " and" - }, - { - "id": 752, - "logprob": -2.1679688, - "text": " what" - }, - { - "id": 434, - "logprob": -5.6210938, - "text": "'s" - }, - { - "id": 253, - "logprob": -0.81103516, - "text": " the" - }, - { - "id": 2892, - "logprob": -6.6640625, - "text": " history" - }, - { - "id": 3212, - "logprob": -2.265625, - "text": " behind" - }, - { - "id": 436, - "logprob": -11.5078125, - "text": " this" - }, - { - "id": 3159, - "logprob": -2.1582031, - "text": " word" - }, - { - "id": 32, - "logprob": -0.008720398, - 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"text": " the" - }, - { - "id": 2892, - "logprob": -6.6640625, - "text": " history" - }, - { - "id": 3212, - "logprob": -2.265625, - "text": " behind" - }, - { - "id": 436, - "logprob": -11.5078125, - "text": " this" - }, - { - "id": 3159, - "logprob": -2.1582031, - "text": " word" - }, - { - "id": 32, - "logprob": -0.008720398, - "text": "?" - }, - { - "id": 0, - "logprob": -2.4726562, - "text": "<|endoftext|>" - }, - { - "id": 50281, - "logprob": -18.265625, - "text": "<|assistant|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -493,98 +220,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|prompter|>" - }, - { - "id": 1276, - "logprob": -8.03125, - "text": "What" - }, - { - "id": 310, - "logprob": -5.421875, - "text": " is" - }, - { - "id": 247, - "logprob": -2.1601562, - "text": " a" - }, - { - "id": 1167, - "logprob": -5.4609375, - "text": " mem" - }, - { - "id": 70, - "logprob": -0.005657196, - "text": "e" - }, - { - "id": 13, - "logprob": -7.28125, - "text": "," - }, - { - "id": 285, - "logprob": -0.2980957, - "text": " and" - }, - { - "id": 752, - "logprob": -2.1679688, - "text": " what" - }, - { - "id": 434, - "logprob": -5.6210938, - "text": "'s" - }, - { - "id": 253, - "logprob": -0.81103516, - "text": " the" - }, - { - "id": 2892, - "logprob": -6.6640625, - "text": " history" - }, - { - "id": 3212, - "logprob": -2.265625, - "text": " behind" - }, - { - "id": 436, - "logprob": -11.5078125, - "text": " this" - }, - { - "id": 3159, - "logprob": -2.1582031, - "text": " word" - }, - { - "id": 32, - "logprob": -0.008720398, - "text": "?" - }, - { - "id": 0, - "logprob": -2.4726562, - "text": "<|endoftext|>" - }, - { - "id": 50281, - "logprob": -18.265625, - "text": "<|assistant|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi.json b/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi.json index 51d969b2d..b25434333 100644 --- a/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi.json +++ b/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi.json @@ -3,18 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 14402, - "logprob": null, - "text": "Test" - }, - { - "id": 2581, - "logprob": -11.6171875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json b/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json index b407ef714..f40c1614d 100644 --- a/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_all_params.json @@ -3,18 +3,7 @@ "best_of_sequences": null, "finish_reason": "stop_sequence", "generated_tokens": 6, - "prefill": [ - { - "id": 14402, - "logprob": null, - "text": "Test" - }, - { - "id": 2581, - "logprob": -11.6171875, - "text": " request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_load.json b/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_load.json index 62f7fd32b..2a9300c0e 100644 --- a/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_load.json +++ b/integration-tests/models/__snapshots__/test_flash_phi/test_flash_phi_load.json @@ -4,18 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 14402, - "logprob": null, - "text": "Test" - }, - { - "id": 2581, - "logprob": -11.6171875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -88,18 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 14402, - "logprob": null, - "text": "Test" - }, - { - "id": 2581, - "logprob": -11.6171875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -172,18 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 14402, - "logprob": null, - "text": "Test" - }, - { - "id": 2581, - "logprob": -11.6171875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -256,18 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 14402, - "logprob": null, - "text": "Test" - }, - { - "id": 2581, - "logprob": -11.6171875, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe.json b/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe.json index cfabe3c65..dcbf729ab 100644 --- a/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe.json +++ b/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe.json @@ -3,43 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1724, - "logprob": null, - "text": "What" - }, - { - "id": 338, - "logprob": -0.6201172, - "text": "is" - }, - { - "id": 16030, - "logprob": -13.6484375, - "text": "gradient" - }, - { - "id": 26815, - "logprob": -0.003894806, - "text": "descent" - }, - { - "id": 29973, - "logprob": -2.6386719, - "text": "?" - }, - { - "id": 13, - "logprob": -6.46875, - "text": "\n" - }, - { - "id": 13, - "logprob": -6.6875, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe_all_params.json b/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe_all_params.json index b524859fd..5128a1756 100644 --- a/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe_all_params.json @@ -3,33 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 338, - "logprob": null, - "text": "is" - }, - { - "id": 16030, - "logprob": -13.328125, - "text": "gradient" - }, - { - "id": 26815, - "logprob": -0.24023438, - "text": "descent" - }, - { - "id": 29973, - "logprob": -3.1386719, - "text": "?" - }, - { - "id": 13, - "logprob": -3.0878906, - "text": "\n" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe_load.json b/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe_load.json index 2c977d8b2..1f9f708d4 100644 --- a/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe_load.json +++ b/integration-tests/models/__snapshots__/test_flash_phi35_moe/test_flash_phi35_moe_load.json @@ -4,43 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1724, - "logprob": null, - "text": "What" - }, - { - "id": 338, - "logprob": -0.6201172, - "text": "is" - }, - { - "id": 16030, - "logprob": -13.6484375, - "text": "gradient" - }, - { - "id": 26815, - "logprob": -0.003894806, - "text": "descent" - }, - { - "id": 29973, - "logprob": -2.6386719, - "text": "?" - }, - { - "id": 13, - "logprob": -6.46875, - "text": "\n" - }, - { - "id": 13, - "logprob": -6.6875, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -113,43 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1724, - "logprob": null, - "text": "What" - }, - { - "id": 338, - "logprob": -0.6113281, - "text": "is" - }, - { - "id": 16030, - "logprob": -13.6640625, - "text": "gradient" - }, - { - "id": 26815, - "logprob": -0.003929138, - "text": "descent" - }, - { - "id": 29973, - "logprob": -2.625, - "text": "?" - }, - { - "id": 13, - "logprob": -6.484375, - "text": "\n" - }, - { - "id": 13, - "logprob": -6.6875, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -222,43 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1724, - "logprob": null, - "text": "What" - }, - { - "id": 338, - "logprob": -0.609375, - "text": "is" - }, - { - "id": 16030, - "logprob": -13.671875, - "text": "gradient" - }, - { - "id": 26815, - "logprob": -0.0040016174, - "text": "descent" - }, - { - "id": 29973, - "logprob": -2.6230469, - "text": "?" - }, - { - "id": 13, - "logprob": -6.453125, - "text": "\n" - }, - { - "id": 13, - "logprob": -6.6875, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -331,43 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1724, - "logprob": null, - "text": "What" - }, - { - "id": 338, - "logprob": -0.609375, - "text": "is" - }, - { - "id": 16030, - "logprob": -13.6640625, - "text": "gradient" - }, - { - "id": 26815, - "logprob": -0.0038967133, - "text": "descent" - }, - { - "id": 29973, - "logprob": -2.6347656, - "text": "?" - }, - { - "id": 13, - "logprob": -6.453125, - "text": "\n" - }, - { - "id": 13, - "logprob": -6.6875, - "text": "\n" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2.json b/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2.json index 7219f9e68..65d212f00 100644 --- a/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2.json +++ b/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2.json @@ -3,18 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2271, - "logprob": null, - "text": "Test" - }, - { - "id": 1681, - "logprob": -8.8515625, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2_all_params.json b/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2_all_params.json index 4a2936af6..1b656fcba 100644 --- a/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2_all_params.json +++ b/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2_all_params.json @@ -3,18 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2271, - "logprob": null, - "text": "Test" - }, - { - "id": 1681, - "logprob": -8.8515625, - "text": " request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2_load.json b/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2_load.json index 4786ff247..a01e3cc3b 100644 --- a/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2_load.json +++ b/integration-tests/models/__snapshots__/test_flash_qwen2/test_flash_qwen2_load.json @@ -4,18 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2271, - "logprob": null, - "text": "Test" - }, - { - "id": 1681, - "logprob": -8.8515625, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -88,18 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2271, - "logprob": null, - "text": "Test" - }, - { - "id": 1681, - "logprob": -8.8515625, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -172,18 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2271, - "logprob": null, - "text": "Test" - }, - { - "id": 1681, - "logprob": -8.8515625, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -256,18 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 2271, - "logprob": null, - "text": "Test" - }, - { - "id": 1681, - "logprob": -8.8515625, - "text": " request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_santacoder/test_flash_santacoder.json b/integration-tests/models/__snapshots__/test_flash_santacoder/test_flash_santacoder.json index 0293e35ab..cea601a79 100644 --- a/integration-tests/models/__snapshots__/test_flash_santacoder/test_flash_santacoder.json +++ b/integration-tests/models/__snapshots__/test_flash_santacoder/test_flash_santacoder.json @@ -3,28 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 563, - "logprob": null, - "text": "def" - }, - { - "id": 942, - "logprob": -5.1367188, - "text": " print" - }, - { - "id": 62, - "logprob": -0.24450684, - "text": "_" - }, - { - "id": 7196, - "logprob": -6.9609375, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_santacoder/test_flash_santacoder_load.json b/integration-tests/models/__snapshots__/test_flash_santacoder/test_flash_santacoder_load.json index a03580b3d..fb73b6575 100644 --- a/integration-tests/models/__snapshots__/test_flash_santacoder/test_flash_santacoder_load.json +++ b/integration-tests/models/__snapshots__/test_flash_santacoder/test_flash_santacoder_load.json @@ -4,28 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 563, - "logprob": null, - "text": "def" - }, - { - "id": 942, - "logprob": -5.1367188, - "text": " print" - }, - { - "id": 62, - "logprob": -0.24450684, - "text": "_" - }, - { - "id": 7196, - "logprob": -6.9609375, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -97,28 +76,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 563, - "logprob": null, - "text": "def" - }, - { - "id": 942, - "logprob": -5.1367188, - "text": " print" - }, - { - "id": 62, - "logprob": -0.24450684, - "text": "_" - }, - { - "id": 7196, - "logprob": -6.9609375, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -190,28 +148,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 563, - "logprob": null, - "text": "def" - }, - { - "id": 942, - "logprob": -5.1367188, - "text": " print" - }, - { - "id": 62, - "logprob": -0.24450684, - "text": "_" - }, - { - "id": 7196, - "logprob": -6.9609375, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -283,28 +220,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 563, - "logprob": null, - "text": "def" - }, - { - "id": 942, - "logprob": -5.1367188, - "text": " print" - }, - { - "id": 62, - "logprob": -0.24450684, - "text": "_" - }, - { - "id": 7196, - "logprob": -6.9609375, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder.json b/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder.json index 8505c1db9..4237026d4 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder.json @@ -3,28 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 1459, - "logprob": -5.6289062, - "text": " print" - }, - { - "id": 81, - "logprob": -1.6005859, - "text": "_" - }, - { - "id": 7656, - "logprob": -5.9921875, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder_default_params.json b/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder_default_params.json index 164e3cf28..b47287451 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder_default_params.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder_default_params.json @@ -3,28 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 60, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 1459, - "logprob": -5.625, - "text": " print" - }, - { - "id": 81, - "logprob": -1.6064453, - "text": "_" - }, - { - "id": 7656, - "logprob": -5.9921875, - "text": "hello" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder_load.json b/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder_load.json index 0b3ad554d..52b576f70 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder_load.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder/test_flash_starcoder_load.json @@ -4,28 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 1459, - "logprob": -5.6289062, - "text": " print" - }, - { - "id": 81, - "logprob": -1.6005859, - "text": "_" - }, - { - "id": 7656, - "logprob": -5.9921875, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -97,28 +76,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 1459, - "logprob": -5.6289062, - "text": " print" - }, - { - "id": 81, - "logprob": -1.6005859, - "text": "_" - }, - { - "id": 7656, - "logprob": -5.9921875, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -190,28 +148,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 1459, - "logprob": -5.6289062, - "text": " print" - }, - { - "id": 81, - "logprob": -1.6005859, - "text": "_" - }, - { - "id": 7656, - "logprob": -5.9921875, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -283,28 +220,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 1459, - "logprob": -5.6289062, - "text": " print" - }, - { - "id": 81, - "logprob": -1.6005859, - "text": "_" - }, - { - "id": 7656, - "logprob": -5.9921875, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2.json b/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2.json index 36a2ff4dc..0b0a84f70 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2.json @@ -3,28 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 610, - "logprob": null, - "text": "def" - }, - { - "id": 1489, - "logprob": -5.2617188, - "text": " print" - }, - { - "id": 100, - "logprob": -0.38476562, - "text": "_" - }, - { - "id": 7670, - "logprob": -7.640625, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2_default_params.json b/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2_default_params.json index 412b19b49..914e59c0a 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2_default_params.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2_default_params.json @@ -3,28 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 60, - "prefill": [ - { - "id": 610, - "logprob": null, - "text": "def" - }, - { - "id": 1489, - "logprob": -5.265625, - "text": " print" - }, - { - "id": 100, - "logprob": -0.38305664, - "text": "_" - }, - { - "id": 7670, - "logprob": -7.640625, - "text": "hello" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2_load.json b/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2_load.json index 9e82d4be6..7e42b91e5 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2_load.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder2/test_flash_starcoder2_load.json @@ -4,28 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 610, - "logprob": null, - "text": "def" - }, - { - "id": 1489, - "logprob": -5.2617188, - "text": " print" - }, - { - "id": 100, - "logprob": -0.38476562, - "text": "_" - }, - { - "id": 7670, - "logprob": -7.640625, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -98,28 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 610, - "logprob": null, - "text": "def" - }, - { - "id": 1489, - "logprob": -5.2617188, - "text": " print" - }, - { - "id": 100, - "logprob": -0.38476562, - "text": "_" - }, - { - "id": 7670, - "logprob": -7.640625, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -192,28 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 610, - "logprob": null, - "text": "def" - }, - { - "id": 1489, - "logprob": -5.2617188, - "text": " print" - }, - { - "id": 100, - "logprob": -0.38476562, - "text": "_" - }, - { - "id": 7670, - "logprob": -7.640625, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -286,28 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 610, - "logprob": null, - "text": "def" - }, - { - "id": 1489, - "logprob": -5.2617188, - "text": " print" - }, - { - "id": 100, - "logprob": -0.38476562, - "text": "_" - }, - { - "id": 7670, - "logprob": -7.640625, - "text": "hello" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq.json b/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq.json index 8548e376c..1b6407174 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq.json @@ -3,68 +3,7 @@ "best_of_sequences": null, "finish_reason": "eos_token", "generated_tokens": 2, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 3226, - "logprob": -9.0234375, - "text": " ge" - }, - { - "id": 21017, - "logprob": -9.0859375, - "text": "ometric" - }, - { - "id": 81, - "logprob": -0.25585938, - "text": "_" - }, - { - "id": 6009, - "logprob": -2.1972656, - "text": "mean" - }, - { - "id": 26, - "logprob": -0.2998047, - "text": "(" - }, - { - "id": 62, - "logprob": -5.6445312, - "text": "L" - }, - { - "id": 44, - "logprob": -3.0839844, - "text": ":" - }, - { - "id": 1682, - "logprob": -0.6748047, - "text": " List" - }, - { - "id": 77, - "logprob": -0.3864746, - "text": "[" - }, - { - "id": 1808, - "logprob": -0.9355469, - "text": "float" - }, - { - "id": 10794, - "logprob": -2.5371094, - "text": "]):" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_default_params.json b/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_default_params.json index 69938b657..a2801fcd0 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_default_params.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_default_params.json @@ -3,68 +3,7 @@ "best_of_sequences": null, "finish_reason": "eos_token", "generated_tokens": 2, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 3226, - "logprob": -9.015625, - "text": " ge" - }, - { - "id": 21017, - "logprob": -9.0859375, - "text": "ometric" - }, - { - "id": 81, - "logprob": -0.25927734, - "text": "_" - }, - { - "id": 6009, - "logprob": -2.2109375, - "text": "mean" - }, - { - "id": 26, - "logprob": -0.2993164, - "text": "(" - }, - { - "id": 62, - "logprob": -5.671875, - "text": "L" - }, - { - "id": 44, - "logprob": -3.0742188, - "text": ":" - }, - { - "id": 1682, - "logprob": -0.6777344, - "text": " List" - }, - { - "id": 77, - "logprob": -0.38354492, - "text": "[" - }, - { - "id": 1808, - "logprob": -0.91845703, - "text": "float" - }, - { - "id": 10794, - "logprob": -2.5371094, - "text": "]):" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_load.json b/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_load.json index d9072c527..014efed5c 100644 --- a/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_load.json +++ b/integration-tests/models/__snapshots__/test_flash_starcoder_gptq/test_flash_starcoder_gptq_load.json @@ -4,68 +4,7 @@ "best_of_sequences": null, "finish_reason": "eos_token", "generated_tokens": 2, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 3226, - "logprob": -8.9453125, - "text": " ge" - }, - { - "id": 21017, - "logprob": -8.8515625, - "text": "ometric" - }, - { - "id": 81, - "logprob": -0.22033691, - "text": "_" - }, - { - "id": 6009, - "logprob": -1.2939453, - "text": "mean" - }, - { - "id": 26, - "logprob": -0.25268555, - "text": "(" - }, - { - "id": 62, - "logprob": -4.796875, - "text": "L" - }, - { - "id": 44, - "logprob": -3.796875, - "text": ":" - }, - { - "id": 1682, - "logprob": -0.8066406, - "text": " List" - }, - { - "id": 77, - "logprob": -0.22644043, - "text": "[" - }, - { - "id": 1808, - "logprob": -0.46166992, - "text": "float" - }, - { - "id": 10794, - "logprob": -3.0253906, - "text": "]):" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -90,68 +29,7 @@ "best_of_sequences": null, "finish_reason": "eos_token", "generated_tokens": 2, - "prefill": [ - { - "id": 589, - "logprob": null, - "text": "def" - }, - { - "id": 3226, - 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"text": "?" - }, - { - "id": 0, - "logprob": -2.328125, - "text": "<|endoftext|>" - }, - { - "id": 50281, - "logprob": -18.21875, - "text": "<|assistant|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -330,98 +148,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|prompter|>" - }, - { - "id": 1276, - "logprob": -8.0234375, - "text": "What" - }, - { - "id": 310, - "logprob": -5.421875, - "text": " is" - }, - { - "id": 247, - "logprob": -2.1640625, - "text": " a" - }, - { - "id": 1167, - "logprob": -5.40625, - "text": " mem" - }, - { - "id": 70, - "logprob": -0.005420685, - "text": "e" - }, - { - "id": 13, - "logprob": -7.2226562, - "text": "," - }, - { - "id": 285, - "logprob": -0.26879883, - "text": " and" - }, - { - "id": 752, - "logprob": -2.1992188, - "text": " what" - }, - { - "id": 434, - "logprob": -5.46875, - "text": "'s" - }, - { - "id": 253, - "logprob": -0.8017578, - "text": " the" - }, - { - "id": 2892, - "logprob": -6.6796875, - "text": " history" - }, - { - "id": 3212, - "logprob": -2.1972656, - "text": " behind" - }, - { - "id": 436, - "logprob": -11.4453125, - "text": " this" - }, - { - "id": 3159, - "logprob": -2.1933594, - "text": " word" - }, - { - "id": 32, - "logprob": -0.007858276, - "text": "?" - }, - { - "id": 0, - "logprob": -2.328125, - "text": "<|endoftext|>" - }, - { - "id": 50281, - "logprob": -18.21875, - "text": "<|assistant|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -493,98 +220,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 50278, - "logprob": null, - "text": "<|prompter|>" - }, - { - "id": 1276, - "logprob": -8.0234375, - "text": "What" - }, - { - "id": 310, - "logprob": -5.421875, - "text": " is" - }, - { - "id": 247, - "logprob": -2.1640625, - "text": " a" - }, - { - "id": 1167, - "logprob": -5.40625, - "text": " mem" - }, - { - "id": 70, - "logprob": -0.005420685, - "text": "e" - }, - { - "id": 13, - "logprob": -7.2226562, - "text": "," - }, - { - "id": 285, - "logprob": -0.26879883, - "text": " and" - }, - { - "id": 752, - "logprob": -2.1992188, - "text": " what" - }, - { - "id": 434, - "logprob": -5.46875, - "text": "'s" - }, - { - "id": 253, - "logprob": -0.8017578, - "text": " the" - }, - { - "id": 2892, - "logprob": -6.6796875, - "text": " history" - }, - { - "id": 3212, - "logprob": -2.1972656, - "text": " behind" - }, - { - "id": 436, - "logprob": -11.4453125, - "text": " this" - }, - { - "id": 3159, - "logprob": -2.1933594, - "text": " word" - }, - { - "id": 32, - "logprob": -0.007858276, - "text": "?" - }, - { - "id": 0, - "logprob": -2.328125, - "text": "<|endoftext|>" - }, - { - "id": 50281, - "logprob": -18.21875, - "text": "<|assistant|>" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized.json b/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized.json index 69c1f47d8..fb0f032ab 100644 --- a/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized.json +++ b/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.8359375, - "text": "Test" - }, - { - "id": 2009, - "logprob": -9.6171875, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized_all_params.json b/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized_all_params.json index 9b5ee9ee2..da2d73374 100644 --- a/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized_all_params.json +++ b/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized_all_params.json @@ -3,23 +3,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.7890625, - "text": "Test" - }, - { - "id": 2009, - "logprob": -9.625, - "text": "request" - } - ], + "prefill": [], "seed": 0, "tokens": [ { diff --git a/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized_load.json b/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized_load.json index df975635a..05209edfb 100644 --- a/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized_load.json +++ b/integration-tests/models/__snapshots__/test_server_gptq_quantized/test_server_gptq_quantized_load.json @@ -4,23 +4,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.8828125, - "text": "Test" - }, - { - "id": 2009, - "logprob": -9.5859375, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -93,23 +77,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.796875, - "text": "Test" - }, - { - "id": 2009, - "logprob": -9.625, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -182,23 +150,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.9296875, - "text": "Test" - }, - { - "id": 2009, - "logprob": -9.5703125, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { @@ -271,23 +223,7 @@ "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, - "prefill": [ - { - "id": 1, - "logprob": null, - "text": "" - }, - { - "id": 4321, - "logprob": -9.84375, - "text": "Test" - }, - { - "id": 2009, - "logprob": -9.6171875, - "text": "request" - } - ], + "prefill": [], "seed": null, "tokens": [ { diff --git a/integration-tests/models/test_flash_phi35_moe.py b/integration-tests/models/test_flash_phi35_moe.py index d3043b028..0cb8f85d8 100644 --- a/integration-tests/models/test_flash_phi35_moe.py +++ b/integration-tests/models/test_flash_phi35_moe.py @@ -6,6 +6,7 @@ def flash_phi35_moe_handle(launcher): with launcher( "microsoft/Phi-3.5-MoE-instruct", num_shard=4, + max_batch_prefill_tokens=10000, ) as handle: yield handle diff --git a/integration-tests/models/test_mllama.py b/integration-tests/models/test_mllama.py index 9cece2360..f23356908 100644 --- a/integration-tests/models/test_mllama.py +++ b/integration-tests/models/test_mllama.py @@ -4,7 +4,10 @@ import asyncio @pytest.fixture(scope="module") def mllama_handle(launcher): - with launcher("meta-llama/Llama-3.2-11B-Vision-Instruct", num_shard=2) as handle: + with launcher( + "meta-llama/Llama-3.2-11B-Vision-Instruct", + num_shard=2, + ) as handle: yield handle @@ -75,7 +78,9 @@ async def test_mllama_load(mllama, generate_load, response_snapshot): }, ], ) - for i in range(4) + # TODO with v3, 4 breaks here. Nothing accounts of the image VRAM + # because mllama is the only one doing its thing. + for i in range(2) ] responses = await asyncio.gather(*futures) diff --git a/launcher/src/main.rs b/launcher/src/main.rs index 72bd0ebde..9001a4d5b 100644 --- a/launcher/src/main.rs +++ b/launcher/src/main.rs @@ -29,6 +29,26 @@ use tracing_subscriber::{filter::LevelFilter, EnvFilter}; mod env_runtime; mod gpu; +fn compute_optimal(config: Option<&Config>, compute: Option<&ComputeType>) -> Option { + if let (Some(config), Some(compute)) = (config, compute) { + if let (Some(f16_max_compute), Some(model_compute)) = (compute.f16_flop(), config.flop()) { + tracing::debug!("MAx compute {f16_max_compute} model compute {model_compute}"); + let optimal_size = (f16_max_compute / model_compute) as usize; + if optimal_size > 100 { + // Ignore calculations that's too low + // Most likely an error + Some(optimal_size) + } else { + None + } + } else { + None + } + } else { + None + } +} + fn get_config( model_id: &str, revision: &Option, @@ -144,10 +164,15 @@ struct RawConfig { quantization_config: Option, n_embd: Option, hidden_size: Option, + intermediate_size: Option, num_attention_heads: Option, + num_key_value_heads: Option, + num_hidden_layers: Option, head_dim: Option, vision_config: Option, is_encoder_decoder: Option, + #[serde(rename = "num_experts_per_tok")] + experts: Option, } #[derive(Deserialize)] @@ -155,17 +180,56 @@ struct QuantizationConfig { quant_method: Option, } -#[derive(Deserialize)] +#[derive(Debug, Deserialize)] struct VisionConfig {} -#[derive(Deserialize)] +#[derive(Debug, Deserialize)] struct Config { max_position_embeddings: Option, quantize: Option, head_dim: Option, + num_heads: Option, + num_kv_heads: Option, + num_layers: Option, + intermediate_size: Option, + hidden_size: Option, model_type: Option, vision_config: Option, is_encoder_decoder: bool, + experts: Option, +} + +impl Config { + fn flop(&self) -> Option { + if self.vision_config.is_some() { + // VLM are much harder to predict and VRAM requirements + // Are more complex. + return None; + } + let num_heads = self.num_heads? as u64; + let num_kv_heads = self.num_kv_heads? as u64; + let head_dim = self.head_dim? as u64; + let hidden_size = self.hidden_size? as u64; + let intermediate_size = if let Some(experts) = self.experts { + (self.intermediate_size? * experts) as u64 + } else { + self.intermediate_size? as u64 + }; + let num_layers = self.num_layers? as u64; + + let q_flops = 2 * num_heads * head_dim * hidden_size; + let k_flops = 2 * num_kv_heads * head_dim * hidden_size; + let v_flops = 2 * num_kv_heads * head_dim * hidden_size; + let attn_flops = 2 * num_heads * head_dim * hidden_size; + let o_flops = 2 * num_heads * head_dim * hidden_size; + let attn_layer_flops = q_flops + k_flops + v_flops + attn_flops + o_flops; + + let gate_up_down_flops = 2 * 3 * hidden_size * intermediate_size; + + let layer_flops = attn_layer_flops + gate_up_down_flops; + let total = layer_flops * num_layers; + Some(total) + } } impl From for Config { @@ -175,25 +239,25 @@ impl From for Config { .or(other.max_seq_len) .or(other.n_positions); let quantize = other.quantization_config.and_then(|q| q.quant_method); - let head_dim = other.head_dim.or_else(|| { - match (other.hidden_size, other.n_embd, other.num_attention_heads) { - (Some(hidden_size), _, Some(num_attention_heads)) - if hidden_size % num_attention_heads == 0 => - { - Some(hidden_size / num_attention_heads) - } - // Legacy - (_, Some(hidden_size), Some(num_attention_heads)) + let hidden_size = other.hidden_size.or(other.n_embd); + let head_dim = other + .head_dim + .or_else(|| match (hidden_size, other.num_attention_heads) { + (Some(hidden_size), Some(num_attention_heads)) if hidden_size % num_attention_heads == 0 => { Some(hidden_size / num_attention_heads) } _ => None, - } - }); + }); + let num_heads = other.num_attention_heads; + let num_layers = other.num_hidden_layers; + let num_kv_heads = other.num_key_value_heads.or(other.num_attention_heads); + let intermediate_size = other.intermediate_size; let model_type = other.model_type; let vision_config = other.vision_config; let is_encoder_decoder = other.is_encoder_decoder.unwrap_or(false); + let experts = other.experts; Config { max_position_embeddings, quantize, @@ -201,6 +265,12 @@ impl From for Config { model_type, vision_config, is_encoder_decoder, + hidden_size, + num_heads, + num_kv_heads, + intermediate_size, + num_layers, + experts, } } } @@ -698,6 +768,14 @@ struct Args { /// Default is 2MB #[clap(default_value = "2000000", long, env)] payload_limit: usize, + + /// Enables prefill logprobs + /// + /// Logprobs in the prompt are deactivated by default because they consume + /// a large amount of VRAM (especially for long prompts). + /// Using this flag reallows users to ask for them. + #[clap(long, env)] + enable_prefill_logprobs: bool, } #[derive(Debug)] @@ -733,6 +811,7 @@ fn shard_manager( max_batch_size: Option, max_input_tokens: Option, lora_adapters: Option, + enable_prefill_logprobs: bool, otlp_endpoint: Option, otlp_service_name: String, log_level: LevelFilter, @@ -882,6 +961,11 @@ fn shard_manager( envs.push(("LORA_ADAPTERS".into(), lora_adapters.into())); } + // Logprobs + if enable_prefill_logprobs { + envs.push(("REQUEST_LOGPROBS".into(), "1".into())); + } + // If huggingface_hub_cache is some, pass it to the shard // Useful when running inside a docker container if let Some(huggingface_hub_cache) = huggingface_hub_cache { @@ -1373,6 +1457,7 @@ fn spawn_shards( let rope_factor = args.rope_factor; let max_batch_size = args.max_batch_size; let lora_adapters = args.lora_adapters.clone(); + let enable_prefill_logprobs = args.enable_prefill_logprobs; thread::spawn(move || { shard_manager( model_id, @@ -1400,6 +1485,7 @@ fn spawn_shards( max_batch_size, max_input_tokens, lora_adapters, + enable_prefill_logprobs, otlp_endpoint, otlp_service_name, max_log_level, @@ -1439,7 +1525,45 @@ fn spawn_shards( Ok(()) } -fn compute_type(num_shard: usize) -> Option { +#[derive(Debug)] +struct ComputeType { + count: usize, + card: String, +} + +impl ComputeType { + fn f16_flop(&self) -> Option { + let card_flop = match &self.card[..] { + // https://www.nvidia.com/en-us/geforce/graphics-cards/40-series/rtx-4090/ + // Specs are unclear https://www.itcreations.com/nvidia-gpu/nvidia-geforce-rtx-4090-gpu + "nvidia-4090" => Some(82 * 10u64.pow(12)), + // https://www.nvidia.com/en-us/data-center/tesla-t4/ + "nvidia-t4" => Some(65 * 10u64.pow(12)), + // https://www.nvidia.com/en-us/data-center/l4/ + "nvidia-l4" => Some(121 * 10u64.pow(12)), + // https://www.nvidia.com/en-us/data-center/products/a10-gpu/ + "nvidia-a10g" => Some(125 * 10u64.pow(12)), + // https://www.nvidia.com/en-us/data-center/h100/ + // https://www.techpowerup.com/gpu-specs/docs/nvidia-gh100-architecture.pdf + "nvidia-h100-80gb-hbm3" => Some(900 * 10u64.pow(12)), + // https://www.nvidia.com/content/dam/en-zz/Solutions/Data-Center/a100/pdf/nvidia-a100-datasheet-us-nvidia-1758950-r4-web.pdf + "nvidia-a100" => Some(312 * 10u64.pow(12)), + card => { + tracing::warn!("Unkown compute for card {card}"); + None + } + }; + card_flop.map(|f| f * self.count as u64) + } +} + +impl From for OsString { + fn from(value: ComputeType) -> Self { + format!("{}-{}", value.count, value.card).into() + } +} + +fn compute_type(num_shard: usize) -> Option { let output = Command::new("nvidia-smi") .args(["--query-gpu=gpu_name", "--format=csv"]) .output() @@ -1447,8 +1571,10 @@ fn compute_type(num_shard: usize) -> Option { let output = String::from_utf8(output.stdout).ok()?; let fullname = output.split('\n').nth(1)?; let cardname = fullname.replace(' ', "-").to_lowercase(); - let compute_type = format!("{num_shard}-{cardname}"); - Some(compute_type) + Some(ComputeType { + count: num_shard, + card: cardname, + }) } fn spawn_webserver( @@ -1700,26 +1826,22 @@ fn main() -> Result<(), LauncherError> { let config: Option = get_config(&args.model_id, &args.revision).ok(); let quantize = config.as_ref().and_then(|c| c.quantize); // Quantization usually means you're even more RAM constrained. - let max_default = 4096; - let max_position_embeddings = if let Some(config) = &config { - if let Some(max_position_embeddings) = config.max_position_embeddings { - if max_position_embeddings > max_default { - max_default - } else { - max_position_embeddings - } - } else { - max_default - } - } else { - max_default - }; let (prefix_caching, attention) = resolve_attention(&config, &args.lora_adapters); tracing::info!("Using attention {attention} - Prefix caching {prefix_caching}"); std::env::set_var("PREFIX_CACHING", prefix_caching); std::env::set_var("ATTENTION", attention); + let num_shard = find_num_shards(args.sharded, args.num_shard)?; + if num_shard > 1 { + if matches!(args.quantize, Some(Quantization::Exl2)) { + return Err(LauncherError::ArgumentValidation( + "Sharding is currently not supported with `exl2` quantization".into(), + )); + } + tracing::info!("Sharding model on {num_shard} processes"); + } + let max_input_tokens = { match (args.max_input_tokens, args.max_input_length) { (Some(max_input_tokens), Some(max_input_length)) => { @@ -1739,9 +1861,17 @@ fn main() -> Result<(), LauncherError> { Some(max_batch_prefill_tokens) => max_batch_prefill_tokens, None => { // TODO figure out hardware optimal value - let value = 4096.min(max_position_embeddings as u32); + let compute_type = compute_type(num_shard); + let compute_optimal = compute_optimal(config.as_ref(), compute_type.as_ref()); + let default = compute_optimal.unwrap_or(4096); + let max_position_embeddings = config.and_then(|c| c.max_position_embeddings); + let value = if let Some(max_position_embeddings) = max_position_embeddings { + default.min(max_position_embeddings) + } else { + default + }; tracing::info!("Default `max_batch_prefill_tokens` to {value}"); - value + value as u32 } } }; @@ -1796,16 +1926,6 @@ fn main() -> Result<(), LauncherError> { ); } - let num_shard = find_num_shards(args.sharded, args.num_shard)?; - if num_shard > 1 { - if matches!(args.quantize, Some(Quantization::Exl2)) { - return Err(LauncherError::ArgumentValidation( - "Sharding is currently not supported with `exl2` quantization".into(), - )); - } - tracing::info!("Sharding model on {num_shard} processes"); - } - if let Some(ref max_batch_total_tokens) = args.max_batch_total_tokens { if let Some(max_total_tokens) = max_total_tokens { if max_total_tokens as u32 > *max_batch_total_tokens { diff --git a/load_tests/Makefile b/load_tests/Makefile new file mode 100644 index 000000000..9199aa3b4 --- /dev/null +++ b/load_tests/Makefile @@ -0,0 +1,9 @@ + +ShareGPT_V3_unfiltered_cleaned_split.json: + wget https://huggingface.co/datasets/anon8231489123/ShareGPT_Vicuna_unfiltered/resolve/main/ShareGPT_V3_unfiltered_cleaned_split.json + +prepare_share: ShareGPT_V3_unfiltered_cleaned_split.json + python filter.py + +prepare_orca: + python orca.py diff --git a/load_tests/common.js b/load_tests/common.js new file mode 100644 index 000000000..d890bf671 --- /dev/null +++ b/load_tests/common.js @@ -0,0 +1,94 @@ +import { check } from 'k6'; +import { scenario } from 'k6/execution'; +import http from 'k6/http'; +import { Trend, Counter } from 'k6/metrics'; + +const host = __ENV.HOST; +const model_id = __ENV.MODEL_ID; +const timePerToken = new Trend('time_per_token', true); +const tokens = new Counter('tokens'); +const new_tokens = new Counter('new_tokens'); +const input_tokens = new Counter('input_tokens'); +const max_new_tokens = 50; + +// const shareGPT = JSON.parse(open("ShareGPT_V3_unfiltered_cleaned_split.json")) +const shareGPT = JSON.parse(open("small.json")) + + +export function get_options() { + return { + thresholds: { + http_req_failed: ['rate==0'], + // time_per_token: [{ + // threshold: `p(50)<${5 * reference_latency_ms}`, + // abortOnFail: true, + // delayAbortEval: '10s' + // }], + }, + scenarios: { + // single_user: { + // executor: 'constant-arrival-rate', + // duration: '60s', + // preAllocatedVUs: 1, + // rate: 20, + // timeUnit: '1s', + // }, + // load_test: { + // executor: 'constant-arrival-rate', + // duration: '60s', + // preAllocatedVUs: 100, + // rate: 1, + // timeUnit: '1s', + // }, + // breakpoint: { + // executor: 'ramping-arrival-rate', //Assure load increase if the system slows + // preAllocatedVUs: 300, + // stages: [ + // { duration: '60s', target: 100 }, // just slowly ramp-up to a HUGE load + // ], + // }, + throughput: { + executor: 'shared-iterations', + vus: 100, + iterations: 200, + maxDuration: '40s', + }, + }, + }; +} + +function generate_payload(gpt, max_new_tokens) { + const input = gpt["conversations"][0]["value"]; + return { "messages": [{ "role": "user", "content": input }], "temperature": 0, "model": `${model_id}`, "max_tokens": max_new_tokens } +} + +export const options = get_options(); + +export default function run() { + const headers = { 'Content-Type': 'application/json' }; + const query = shareGPT[scenario.iterationInTest % shareGPT.length]; + const payload = JSON.stringify(generate_payload(query, max_new_tokens)); + const res = http.post(`http://${host}/v1/chat/completions`, payload, { + headers, + }); + if (res.status >= 400 && res.status < 500) { + return; + } + + + check(res, { + 'Post status is 200': (res) => res.status === 200, + }); + const duration = res.timings.duration; + + if (res.status === 200) { + const body = res.json(); + const completion_tokens = body.usage.completion_tokens; + const latency_ms_per_token = duration / completion_tokens; + timePerToken.add(latency_ms_per_token); + const prompt_tokens = body.usage.prompt_tokens; + input_tokens.add(prompt_tokens); + new_tokens.add(completion_tokens); + tokens.add(completion_tokens + prompt_tokens); + } +} diff --git a/load_tests/filter.py b/load_tests/filter.py new file mode 100644 index 000000000..a00226ede --- /dev/null +++ b/load_tests/filter.py @@ -0,0 +1,26 @@ +import json + + +def main(): + with open("./ShareGPT_V3_unfiltered_cleaned_split.json", "r") as f: + data = json.load(f) + + # Select only the first 2k conversations that start with a human. + max = 2000 + conversations = [] + for conversation in data: + conv = conversation.get("conversations") + if conv and conv[0]["from"] == "human": + # Trim the rest of the output + conversation["conversations"] = conversation["conversations"][:1] + conversations.append(conversation) + + if len(conversation) >= max: + break + + with open("./small.json", "w") as f: + data = json.dump(conversations, f, indent=4) + + +if __name__ == "__main__": + main() diff --git a/load_tests/long.js b/load_tests/long.js new file mode 100644 index 000000000..2aec977e6 --- /dev/null +++ b/load_tests/long.js @@ -0,0 +1,94 @@ +import { check } from 'k6'; +import { scenario } from 'k6/execution'; +import http from 'k6/http'; +import { Trend, Counter } from 'k6/metrics'; + +const host = __ENV.HOST; +const model_id = __ENV.MODEL_ID; +const timePerToken = new Trend('time_per_token', true); +const tokens = new Counter('tokens'); +const new_tokens = new Counter('new_tokens'); +const input_tokens = new Counter('input_tokens'); +const max_new_tokens = 50; + +// const shareGPT = JSON.parse(open("ShareGPT_V3_unfiltered_cleaned_split.json")) +const shareGPT = JSON.parse(open("long.json")) + + +export function get_options() { + return { + thresholds: { + http_req_failed: ['rate==0'], + // time_per_token: [{ + // threshold: `p(50)<${5 * reference_latency_ms}`, + // abortOnFail: true, + // delayAbortEval: '10s' + // }], + }, + scenarios: { + // single_user: { + // executor: 'constant-arrival-rate', + // duration: '60s', + // preAllocatedVUs: 1, + // rate: 20, + // timeUnit: '1s', + // }, + // load_test: { + // executor: 'constant-arrival-rate', + // duration: '60s', + // preAllocatedVUs: 100, + // rate: 1, + // timeUnit: '1s', + // }, + // breakpoint: { + // executor: 'ramping-arrival-rate', //Assure load increase if the system slows + // preAllocatedVUs: 300, + // stages: [ + // { duration: '60s', target: 100 }, // just slowly ramp-up to a HUGE load + // ], + // }, + throughput: { + executor: 'shared-iterations', + vus: 10, + iterations: 10, + maxDuration: '120s', + }, + }, + }; +} + +function generate_payload(gpt, max_new_tokens) { + const input = gpt["conversations"][0]["value"]; + return { "messages": [{ "role": "user", "content": input }], "temperature": 0, "model": `${model_id}`, "max_tokens": max_new_tokens } +} + +export const options = get_options(); + +export default function run() { + const headers = { 'Content-Type': 'application/json' }; + const query = shareGPT[scenario.iterationInTest % shareGPT.length]; + const payload = JSON.stringify(generate_payload(query, max_new_tokens)); + const res = http.post(`http://${host}/v1/chat/completions`, payload, { + headers, + }); + if (res.status >= 400 && res.status < 500) { + return; + } + + + check(res, { + 'Post status is 200': (res) => res.status === 200, + }); + const duration = res.timings.duration; + + if (res.status === 200) { + const body = res.json(); + const completion_tokens = body.usage.completion_tokens; + const latency_ms_per_token = duration / completion_tokens; + timePerToken.add(latency_ms_per_token); + const prompt_tokens = body.usage.prompt_tokens; + input_tokens.add(prompt_tokens); + new_tokens.add(completion_tokens); + tokens.add(completion_tokens + prompt_tokens); + } +} diff --git a/load_tests/long.py b/load_tests/long.py new file mode 100644 index 000000000..653064ef8 --- /dev/null +++ b/load_tests/long.py @@ -0,0 +1,19 @@ +import datasets +import json + + +dataset = datasets.load_dataset("ccdv/govreport-summarization") +max_new_tokens = 50 + + +conversations = [] + +for i, item in enumerate(dataset["test"]): + report = item["report"] + + messages = [{"from": "human", "value": f"Summarize this report: ```{report}```"}] + + conversations.append({"conversations": messages}) + +with open("long.json", "w") as f: + json.dump(conversations, f, indent=4) diff --git a/load_tests/long_prompt2.py b/load_tests/long_prompt2.py new file mode 100644 index 000000000..d65aa1cf6 --- /dev/null +++ b/load_tests/long_prompt2.py @@ -0,0 +1,22 @@ +# https://www.gutenberg.org/cache/epub/103/pg103.txt +from openai import OpenAI +import os +import requests + +if not os.path.exists("pg103.txt"): + response = requests.get("https://www.gutenberg.org/cache/epub/103/pg103.txt") + with open("pg103.txt", "w") as f: + f.write(response.text) + + +length = 130000 +with open("pg103.txt", "r") as f: + data = f.read() + +messages = [{"role": "user", "content": data[: length * 4]}] + +client = OpenAI(base_url="http://localhost:8000/v1", api_key="w") + +completion = client.chat.completions.create( + model="meta-llama/Llama-3.1-8B-Instruct", messages=messages, max_tokens=2 +) diff --git a/load_tests/orca.py b/load_tests/orca.py new file mode 100644 index 000000000..e445afd5c --- /dev/null +++ b/load_tests/orca.py @@ -0,0 +1,27 @@ +import json +import datasets +import tqdm + + +def main(): + dataset = datasets.load_dataset("Open-Orca/OpenOrca", split="train") + # Select only the first 2k conversations that start with a human. + max = min(2000, len(dataset)) + conversations = [] + for item in tqdm.tqdm(dataset, total=max): + conversation = { + "conversations": [ + {"from": "human", "value": item["question"]}, + ], + "id": item["id"], + } + conversations.append(conversation) + if len(conversations) >= max: + break + + with open("./small.json", "w") as f: + json.dump(conversations, f, indent=4) + + +if __name__ == "__main__": + main() diff --git a/router/src/config.rs b/router/src/config.rs index 9c31e6e8c..5d07a293e 100644 --- a/router/src/config.rs +++ b/router/src/config.rs @@ -191,7 +191,7 @@ pub enum Config { #[serde(rename = "phi-msft")] PhiMsft, Phi3, - PhiMoe, + Phimoe, Llama, Baichuan, Paligemma(Paligemma), diff --git a/router/src/lib.rs b/router/src/lib.rs index 40076564a..d6e42edb2 100644 --- a/router/src/lib.rs +++ b/router/src/lib.rs @@ -647,6 +647,7 @@ enum CompletionType { } impl ChatCompletion { + #[allow(clippy::too_many_arguments)] pub(crate) fn new( model: String, system_fingerprint: String, @@ -655,6 +656,7 @@ impl ChatCompletion { details: Details, return_logprobs: bool, tool_calls: Option>, + prompt_tokens: u32, ) -> Self { let message = match (output, tool_calls) { (Some(content), None) => OutputMessage::ChatMessage(TextMessage { @@ -693,9 +695,9 @@ impl ChatCompletion { finish_reason: details.finish_reason.format(true), }], usage: Usage { - prompt_tokens: details.prefill.len() as u32, + prompt_tokens, completion_tokens: details.generated_tokens, - total_tokens: details.prefill.len() as u32 + details.generated_tokens, + total_tokens: prompt_tokens + details.generated_tokens, }, } } @@ -919,7 +921,6 @@ impl ChatRequest { messages, seed, stop, - stream, tools, tool_choice, tool_prompt, @@ -999,7 +1000,7 @@ impl ChatRequest { truncate: None, watermark: false, details: true, - decoder_input_details: !stream, + decoder_input_details: false, seed, top_n_tokens: top_logprobs, grammar, diff --git a/router/src/server.rs b/router/src/server.rs index 5a76e0797..29df3d06d 100644 --- a/router/src/server.rs +++ b/router/src/server.rs @@ -271,7 +271,9 @@ async fn generate( Json(req): Json, ) -> Result<(HeaderMap, Json), (StatusCode, Json)> { let span = tracing::Span::current(); - generate_internal(infer, ComputeType(compute_type), Json(req), span).await + let (headers, _, response) = + generate_internal(infer, ComputeType(compute_type), Json(req), span).await?; + Ok((headers, response)) } pub(crate) async fn generate_internal( @@ -279,7 +281,7 @@ pub(crate) async fn generate_internal( ComputeType(compute_type): ComputeType, Json(req): Json, span: tracing::Span, -) -> Result<(HeaderMap, Json), (StatusCode, Json)> { +) -> Result<(HeaderMap, u32, Json), (StatusCode, Json)> { let start_time = Instant::now(); metrics::counter!("tgi_request_count").increment(1); @@ -423,7 +425,7 @@ pub(crate) async fn generate_internal( generated_text: output_text, details, }; - Ok((headers, Json(response))) + Ok((headers, input_length, Json(response))) } /// Generate a stream of token using Server-Sent Events @@ -980,7 +982,9 @@ pub(crate) async fn completions( span_clone, ) .await; - result.map(|(headers, generation)| (index, headers, generation)) + result.map(|(headers, input_length, generation)| { + (index, headers, input_length, generation) + }) }; responses.push(response_future); } @@ -1001,7 +1005,7 @@ pub(crate) async fn completions( let choices = generate_responses .into_iter() - .map(|(index, headers, Json(generation))| { + .map(|(index, headers, input_length, Json(generation))| { let details = generation.details.ok_or(( // this should never happen but handle if details are missing unexpectedly StatusCode::INTERNAL_SERVER_ERROR, @@ -1056,9 +1060,9 @@ pub(crate) async fn completions( .and_then(|v| v.to_str().ok()?.parse().ok()) .unwrap_or(0); - prompt_tokens += details.prefill.len() as u32; + prompt_tokens += input_length; completion_tokens += details.generated_tokens; - total_tokens += details.prefill.len() as u32 + details.generated_tokens; + total_tokens += input_length + details.generated_tokens; Ok(CompletionComplete { finish_reason: details.finish_reason.format(true), @@ -1381,7 +1385,7 @@ pub(crate) async fn chat_completions( let sse = Sse::new(response_stream).keep_alive(KeepAlive::default()); Ok((headers, sse).into_response()) } else { - let (headers, Json(generation)) = + let (headers, input_length, Json(generation)) = generate_internal(Extension(infer), compute_type, Json(generate_request), span).await?; let current_time = std::time::SystemTime::now() @@ -1452,6 +1456,7 @@ pub(crate) async fn chat_completions( generation.details.unwrap(), logprobs, tool_calls, + input_length, )); // wrap generation inside a Vec to match api-inference diff --git a/router/src/vertex.rs b/router/src/vertex.rs index a532c9eca..0a8c2278a 100644 --- a/router/src/vertex.rs +++ b/router/src/vertex.rs @@ -122,7 +122,7 @@ pub(crate) async fn vertex_compatibility( span_clone, ) .await - .map(|(_, Json(generation))| generation.generated_text) + .map(|(_, _, Json(generation))| generation.generated_text) .map_err(|_| { ( StatusCode::INTERNAL_SERVER_ERROR, diff --git a/server/text_generation_server/models/flash_causal_lm.py b/server/text_generation_server/models/flash_causal_lm.py index cf9ac4055..8989110a7 100644 --- a/server/text_generation_server/models/flash_causal_lm.py +++ b/server/text_generation_server/models/flash_causal_lm.py @@ -57,6 +57,7 @@ from text_generation_server.models.globals import ( ATTENTION, BLOCK_SIZE, CUDA_GRAPHS, + REQUEST_LOGPROBS, TGI_WIGGLE_ROOM, get_adapter_to_index, ) @@ -292,6 +293,10 @@ class FlashCausalLMBatch(Batch): for i, (r, tokenized_input) in enumerate( zip(pb.requests, batch_tokenized_inputs) ): + ### XXX: This consumes so much memory on long requests + ### Deactivating it by default seems like the best course. + if not REQUEST_LOGPROBS: + r.prefill_logprobs = False # request id -> idx in list mapping requests_idx_mapping[r.id] = i @@ -1554,12 +1559,13 @@ class FlashCausalLM(Model): ) batch_num_blocks = batch.num_blocks + num_tokens = batch.to_pb().current_tokens if SYSTEM == "rocm" and os.environ.get("PYTORCH_TUNABLEOP_ENABLED", False): torch.cuda.tunable.tuning_enable(False) _, _batch, _ = self.generate_token(batch) except torch.cuda.OutOfMemoryError as e: raise RuntimeError( - f"Not enough memory to handle {batch.to_pb().current_tokens} prefill tokens. " + f"Not enough memory to handle {num_tokens} prefill tokens. " f"You need to decrease `--max-batch-prefill-tokens`" ) from e @@ -1592,6 +1598,8 @@ class FlashCausalLM(Model): if max_input_tokens is None else max_input_tokens ) + elif max_input_tokens is None: + max_input_tokens = max_total_tokens - 1 del _batch, batch self.kv_cache = [] diff --git a/server/text_generation_server/models/globals.py b/server/text_generation_server/models/globals.py index 4ac6a6b49..8d988ad58 100644 --- a/server/text_generation_server/models/globals.py +++ b/server/text_generation_server/models/globals.py @@ -5,13 +5,14 @@ from typing import Dict, Optional from text_generation_server.utils.log import log_master +REQUEST_LOGPROBS = os.getenv("REQUEST_LOGPROBS", "0").lower() in {"1", "true"} ATTENTION = os.environ["ATTENTION"] # default_prefix_caching = "1" if ATTENTION in {"flashinfer", "flashdecoding"} else "0" PREFIX_CACHING = os.environ["PREFIX_CACHING"].lower() in { "1", "true", } -PREFILL_CHUNKING = os.getenv("PREFILL_CHUNKING", "0").lower() in {"1", "true"} +PREFILL_CHUNKING = os.getenv("PREFILL_CHUNKING", "1").lower() in {"1", "true"} log_master(logger.info, f"Using prefix caching = {PREFIX_CACHING}") _expected = {"paged", "flashdecoding", "flashinfer"} assert (