GitLab

* fix(kvint8): update doc

* style(lmdeploy): format

* style(kv_qparams.py): linting

* fix lint

* Update kv_int8.md

* Update kv_int8.md

---------
Co-authored-by: AllentDan <AllentDan@yeah.net>

* app use async engine

* add stop logic

* app update cancel

* app support restful-api

* update doc and use the right model name

* set doc url root

* add comments

* add an example

* renew_session

* update readme.md

* resolve comments

* Update restful_api.md

* Update restful_api.md

* Update restful_api.md

---------
Co-authored-by: tpoisonooo <khj.application@aliyun.com>

* support decode

* unit test and benckmark and improve

* remove some drafts

* enable numerical test

* minor

* add some benchmark data

* add more output

* update interface

* remove debugs

* format

* update docstring

* remove print and add benchmark results

* use logits & add main

* fix rb

* dump large

* update test

* update test decode

* add decimal

* Pad tok_embedding and output weights to make their shape divisible by TP

* update

* update

* update

* update

* update llamaBatch

* fix llama2 70b

* fix qwen quantization

* remove pdb

* add faq

* change to github runner

* update

* disable cache hint for CUDA < 11.4

* fix lint

* fix lint

* fix cuda-11.3 build

* update

* debug

* Revert "debug"

This reverts commit 1c1f1d75591e44bf315c720f4954d1ea30b92989.

* update

* add restful api

* refine

* add simple doc

* lint

* add uvicorn requirement

* more args

* add llama2

* docstring

* update doc

* save

* refine

* lint

* better decode

* add v1/embedding

* add GenerateRequest

* add llama2 chat template

* correct profiling

* update documents

* add length judge

* add faq

* update doc and rename req_que to req_queue

* fix md link, use get_logger, fix sequence_end bug

* use another doc link for go to avoid lint error

* add api_client.py

* update doc

* update doc

* update function interface

* update FAQ

* resolve comments

* pass args like meta_prompt to model

* update chatbot

* update

* rollback

* update llama2 and qwen

* refine

* add readthedocs configs

* update readme

* fix link

* update

* remove turbomind in api

* update

* fix comment and remove api

* Check-in FAQ

* update

* update

* qwen support

* dynamic ntk & logn attn

* fix ntk & add chat template

* fix ntk scaling & stop words

* fix lint

* add tiktoken to requirements.txt

* fix tokenizer, set model format automatically

* update model.py

* update readme

* fix lint

* Update quantization.md

* docs(quantization): update description

* docs(README): rename quantization files

* __PRETTY_FUNCTION__

* CASE_K

* uint

* remove not

* HALF_FLT_MAX

* struct init

* port utils

* better build pthread-win32

* port kernels

* port utils/gemm_test

* hide windows header

* port models

* port examples && triton_backend && unittests

* update build readme

* fix lint

* fix lint

* fix lint

* fix lint

* fix lint

* fix build

* fix build

* cmake version

* fix typos

* update ci

* port kernels/gemm_s_f16

* update ci

* fix ci

* use cudaStreamSynchronize instead of volatile check

* remove gettimeofday

* remove pthread-win32

* remove dirent.h

* update pre-commit

* update

* remove todo

* fix include

* fix build

* fix build

* fix build ci

* fix github action trigger

* update README

* fix linux-build ci

* remove windows folder

* fix lint

* update readme

* import if lib directory exists

* only modify app.py

* initial

* add docs

* noqa on docstring

* support no streamer

* typo

* add accel in model name

* fix lint

* fix CSVWRitter typo

* typo

* tmp

* update

* update

* update

* update

* update

* remove

* update

* update

* rollback

* rollback chatbot.py

* update news and add supported models

* fix typo

* add ampere note

* update supported models

* replace icon with yes or no

* avoid ambiguity

* fix typo

* fix auto_awq readme

* hide w_sym option

* feat(quantization): kv cache use asymmetric

* add w4a16

* fix `deploy.py`

* add doc

* add w4a16 kernels

* fuse w1/w3 & bugfixes

* fix typo

* python

* guard sm75/80 features

* add missing header

* refactor

* qkvo bias

* update cost model

* fix lint

* update `deploy.py`

* support kv cache offload

* add dataloader docstring

* complete gitignore

* refactor collect mod fn

* add calibration

* fix lint

* add observers and quantizers

* fix lints

* add global available mixin

* fix lints

* split batch inference

* support smoothquant and awq

* update export kv scales

* fix lints

* fix some bugs

* update weight only usage

* update usage

* auto mapping and support smooth internlm

* trust remote code

* fix num head key error

* fix bias error

* align shape and pack order with llm-awq

* modified according to LZHgrla's comments.

* update gitignore

* fix kv qparams export error

* update usage

* decouple calibrate and awq

* update docstrings

* update api name

* update readme

* update readme

* update readme

* update readme

* update kv_qparams and readme

* fix typos

* add release note template

* add 'impovement' label to the excluding list

* add some dist utils

* add model utils

* add termio and basicstreamer

* typo

* fix world size

* refactor chat and tested llama1

* add internlm adapter and support stoping criteria

* concat with id for internlm

* update docstring

* update and support llama2

* typo

* move docs to docs

* update docstring of session manager

* update docstring

* update docs

* fix accel none in model

* fix and add test for tensor broadcast

* fix session using typing to check type

* add docstrings and comprehensive condition test

* unit test for dist

* fix session

* split unittests of utils

* typo

* update control flow of accel

* move test model

* remove main in unittest

* remove some log

* remove some comments

* add non-stream inference api for chatbot

* update according to reviewer's comments

* add get_small_sharded_hf.py

* fix pre-commit