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55acb86f42
This WIP PR starts to add grammar support via outlines, currently this PR supports very simple regex grammars and does not optimize for precompiling or caching grammar fsm's. todo: - [X] add simple outlines guidance to `NextTokenChooser` - [X] update protos for grammar - [X] update generation params API - [X] constrain simple grammar - [ ] support parsing more complex grammar into fsm - [ ] support all outline support grammar types - [ ] explore optimizations to avoid recompiling grammars guided request ```bash curl -s 'http://localhost:3000/generate' \ --header 'Content-Type: application/json' \ --data-raw '{ "inputs": "make an email for david: \n", "parameters": { "max_new_tokens": 6, "grammar": "[\\w-]+@([\\w-]+\\.)+[\\w-]+" } }' | jq ``` response ```json { "generated_text": "david@example.com" } ``` unguided request ```bash curl -s 'http://localhost:3000/generate' \ --header 'Content-Type: application/json' \ --data '{ "inputs": "make an email for david: \n", "parameters": { "max_new_tokens": 6 } }' | jq ``` response ```json { "generated_text": " email = 'david" } ``` |
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| test_bloom_560m | ||
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| test_flash_awq | ||
| test_flash_awq_sharded | ||
| test_flash_falcon | ||
| test_flash_llama | ||
| test_flash_llama_gptq | ||
| test_flash_medusa | ||
| test_flash_mistral | ||
| test_flash_neox | ||
| test_flash_neox_sharded | ||
| test_flash_phi | ||
| test_flash_santacoder | ||
| test_flash_starcoder | ||
| test_flash_starcoder_gptq | ||
| test_grammar_llama | ||
| test_idefics | ||
| test_mamba | ||
| test_mpt | ||
| test_mt0_base | ||
| test_neox | ||
| test_neox_sharded | ||
| test_t5_sharded | ||