GitLab

* 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

* change to incremental decoding

* update

* use local model for webui

* local model for app.py

* lint

* remove print

* add seed

* comments

* fixed seesion_id

* support turbomind batch inference

* update app.py

* lint and docstring

* move webui to serve/gradio

* update doc

* update doc

* update docstring and rmeove print conversition

* log

* Update docs/zh_cn/build.md
Co-authored-by: Chen Xin <xinchen.tju@gmail.com>

* Update docs/en/build.md
Co-authored-by: Chen Xin <xinchen.tju@gmail.com>

* use latest gradio

* fix

* replace partial with InterFace

* use host ip instead of coolie

---------
Co-authored-by: Chen Xin <xinchen.tju@gmail.com>

* fix build tests failure

* move src test cases to tests/csrc

* translate turbomind

* keep persistent batching

* revised

* revise

* works on interlm and vicuna

* support GQA

* remove comment

* update readme, add logger, default tp=1

* remove log

* clean-up

* fix lint

* fix lint

* bump version to v0.0.2

* fix command

* update installation and inference section

* add pypi ci

* fix build

* Doc: add Twitter link

* Doc: add a space

* update builder

* remove root permission

* update readme

* update setup.py

* add install cuda 12.1 script

* use generate.sh

* add nccl to install_requires

* update README.md

* fix lint

* update setup.py

---------
Co-authored-by: chenxin <chenxin@pjlab.org.cn>

* translate quantization doc

* revise

* Update README_zh-CN.md

* Update README.md

* Update README_zh-CN.md

* Update README.md

* Update README_zh-CN.md

* defer symlink

* fix lint

Co-authored-by: grimoire <yaoqian@pjlab.org.cn>