text-generation-inference/server/text_generation_server/models/custom_modeling
drbh 04e1af94d7
Enable multiple LoRa adapters (#2010)
* feat: first draft load multiple lora

* feat: load weights within layer and refactor lora pass

* fix: refactor and reduce lora math

* feat: baseline impl single request multi lora support

* feat: prefer lorax implementation and port loading logic

* fix: prefer adapter_data and refactors

* feat: perfer loraxs custom punica kernels and add mlp loras

* fix: adjust batch for bgmv

* fix: adjust adapter_segments logic when in batch

* fix: refactor and move changes to v3 proto

* fix: pass model_id for all flash causal lms

* fix: pass model_id for all causal and seq2seq lms

* fix: add model_id to model test

* feat: add lora support to mistral and refactors

* feat: prefer model id in request

* fix: include rust code for adapter id

* feat: bump launcher and add new lora docs

* feat: support base model generation and refactors

* fix: rename doc to retry ci build

* feat: support if vlm models

* fix: add adapter_data param and avoid missing layers

* fix: add adapter_data param to phi and neox

* fix: update all models forwards to include adapter_data

* fix: add model_id to IdeficsCausalLM

* Update lora.md

Fixed a typo

* Update lora.md

Fixing spam image

* fix: add lora kernel to dockerfile, support running without kernels and refactors

* fix: avoid dockerfile conflict

* fix: refactors and adjust flash llama lora logic

* fix: skip llama test due to CI issue (temp)

* fix: skip llama test CI (temp) 2

* fix: revert skips and prefer updated ci token for tests

* fix: refactors and helpful comments

* fix: add noop in TensorParallelAdapterRowLinear too

* fix: refactor and move shard_lora_weights logic

* fix: exit early if no adapter_data

---------

Co-authored-by: Derek <datavistics@gmail.com>
2024-06-25 14:46:27 -04:00
..
__init__.py feat(server): flash santacoder (#153) 2023-04-03 19:06:42 +02:00
bloom_modeling.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
clip.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
flash_cohere_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_dbrx_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_gemma_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_gpt2_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_llama_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_mistral_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_mixtral_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_neox_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_pali_gemma_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_phi_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_qwen2_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_rw_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_santacoder_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
flash_starcoder2_modeling.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
idefics2.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
idefics_config.py chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
idefics_image_processing.py chore: formatting 2023-12-11 14:49:52 +01:00
idefics_modeling.py reenable xpu for tgi (#1939) 2024-05-23 14:11:08 +02:00
idefics_perceiver.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
idefics_processing.py chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
idefics_vision.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
llava_next.py Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
mamba_modeling.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
mpt_modeling.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
neox_modeling.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
opt_modeling.py fix(server): fix OPT implementation (#2061) 2024-06-12 18:22:20 +02:00
phi_modeling.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
siglip.py Removing some unused code. (#1915) 2024-05-17 11:35:49 +02:00
t5_modeling.py Refactor layers. (#1866) 2024-05-13 12:44:30 +02:00
vlm.py Pali gemma modeling (#1895) 2024-05-16 06:58:47 +02:00