GitLab

* minor fix in the profile scripts and docs

* miss arguments

* typo

* fix lint

* update

* user guide of benchmark generation

* update benchmark generation guide

* update profiling throughput guide

* update profiling api_server guide

* rename file names

* update profile tis user guide

* update

* fix according to review comments

* update

* update according to review comments

* updaste

* add an example

* update

* update profile scripts

* add top_p, top_k and temperature as input arguments

* fix input_ids

* update profile_throughput

* update profile_restful_api

* update profile_serving

* update

* update

* add progress bar

* remove TODO comments

* update

* remove useless profile_* argument

* remove log level

* change concurrency default value to 64

* update restful_api.md

* update according to review comments

* fix docstring

* feat(build): enable ninja and lld

* fix(.github): add ninja installation

* fix(CI): remove dimsize=256

* fix(CI): add option for generate.sh

* fix(docs): update

* fix

* fix lint

* add triton server test and workflow yml

* update

* revert changes in dockerfile

* update prompts

* turbomind support export model params

* fix overflow

* support turbomind.from_pretrained

* fix tp

* support AutoModel

* support load kv qparams

* update auto_awq

* udpate docstring

* export lmdeploy version

* update doc

* remove download_hf_repo

* LmdeployForCausalLM -> LmdeployForCausalLM

* refactor turbomind.py

* update comment

* add bfloat16 convert back

* support gradio run_locl load hf

* support resuful api server load hf

* add docs

* support loading previous quantized model

* adapt pr 690

* udpate docs

* not export turbomind config when quantize a model

* check model_name when can not get it from config.json

* update readme

* remove model_name in auto_awq

* update

* update

* udpate

* fix build

* absolute import

* update

* update config guide

* update guide

* upate user guide according to review comments

* tmp

* update

* update

* optimize for throughput

* update

* fix eos

* clean up

* fix serving

* fix indexed copy

* minor

* minor

---------
Co-authored-by: lvhan028 <lvhan_028@163.com>

* Fix wrong eos_id and bos_id obtained through grpc api

* fix according to review comments

* update

* same encode with HF

* sequence_start -> add_bos

* complement

* update restful_api.md

* add a hint

* repeat 3 time

* fix load_checkpoint_in_model bug

* fix comments

* fix comments

* fix bugs

* fix

* instance for each forward

* fix init of finished buf

* fix `finished_count`

* update supported matrix

* change the default shard size when saving quantized weights

* baichuan2 kv8

* refresh decoder attention kernel

* block-level kv cache

* `BlockManager` & `SequenceManager`

* update

* update

* update

* update

* rename

* GQA support

* fix context length

* GQA dispatch

* kv8

* tune

* async stream cb

* nvtx

* config parsing

* debug

* optimize output cost

* split-k decoding

* minor

* truncate `session_len` by available blocks

* minor

* license

* fix

* dispatch `cp.async`

* fix linking

* fix

* fix deadlock

* guard input length

* correct start offset

* fix prefill chunking

* fix `cache_block_seq_len` param passing

* fix `block_size` fmtstr

* fix output tokens

* fix batch resizing

* fix masking of finished sequences

* add debug util

* free unused block early

* add ntk scaling and logn scaling

* cmake flags

* fix typo

* w4a16 for sm75

* fix msvc build

* fix msvc build

* fix block verification

* fix msvc build

* use `std::shuffle`

* fix lint

* fix lint

* fix lint

* clear incoming buffer

* clear finished requests

* fix batch initialization

* fix typo

* fix typo

* fix comparison

* update reqs

* update docs

* resolve comments

* upgrade pydantic

* fix rebase

* update doc

* update

* update

* update readme

* update

* add flash-attn

* add ultracm eval chat template

* add WizardLM chat template

* use ultrachat template instead of ultracm usecase

* add check env

* update issue template'

* remove some reqs from check env

* resolve comment

* fix benchmark serving computation mistake

* fix timestamps computations

* remove speed up

* no mp

* mp seems faster?

* remove

* update

* remove

* fix

* update

* update print log

* typo

* print fist token latency only stream==True

* remove renew_session

* update AsyncEngine

* Use session id from gradio state

* use a new session id after reset

* rename session id like a state

* update comments

* reformat files

* init session id on block loaded

* use auto increased session id

* remove session id textbox

* apply to api_server and tritonserver

* update docstring

* add lock for safety

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

* FIX: fix stop_session func bug

* keep sequence_end = False

---------
Co-authored-by: honglei.yan <honglei.yan@nio.com>
Co-authored-by: AllentDan <AllentDan@yeah.net>

* fix awq

* adapt new qwen code

* adapt qwen 14b and baichuan2 7b

* add docstring

* add runtime error for qwen