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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
..
custom_kernels chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
exllama_kernels MI300 compatibility (#1764) 2024-05-17 15:30:47 +02:00
exllamav2_kernels chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
marlin Add support for GPTQ Marlin (#2052) 2024-06-14 09:45:42 +02:00
tests Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
text_generation_server Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
.gitignore Impl simple mamba model (#1480) 2024-02-08 10:19:45 +01:00
Makefile Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
Makefile-awq chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
Makefile-eetq Upgrade EETQ (Fixes the cuda graphs). (#1729) 2024-04-12 08:15:28 +02:00
Makefile-flash-att Hotfixing `make install`. (#2008) 2024-06-04 23:34:03 +02:00
Makefile-flash-att-v2 Hotfixing `make install`. (#2008) 2024-06-04 23:34:03 +02:00
Makefile-lorax-punica Enable multiple LoRa adapters (#2010) 2024-06-25 14:46:27 -04:00
Makefile-selective-scan chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
Makefile-vllm Update LLMM1 bound (#2050) 2024-06-11 19:30:29 +08:00
README.md chore: add pre-commit (#1569) 2024-02-16 11:58:58 +01:00
poetry.lock Making `make install` work better by default. (#2004) 2024-06-04 19:38:46 +02:00
pyproject.toml Making `make install` work better by default. (#2004) 2024-06-04 19:38:46 +02:00
requirements_cuda.txt Fix seeded output. (#1949) 2024-05-24 15:36:13 +02:00
requirements_intel.txt reable xpu, broken by gptq and setuptool upgrade (#1988) 2024-06-03 16:07:50 +02:00
requirements_rocm.txt Fix seeded output. (#1949) 2024-05-24 15:36:13 +02:00

README.md

Text Generation Inference Python gRPC Server

A Python gRPC server for Text Generation Inference

Install

make install

Run

make run-dev