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@Xu-Kai Xu-Kai commented Sep 29, 2023

📌 Checklist before creating the PR

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📝 What does this PR do?

Rebase this branch to main.

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flybird11111 and others added 30 commits September 13, 2023 15:57
…pcaitech#4722)

* [hotfix] remove triton kernels from kernel init

* revise bloom/llama kernel imports for infer
…differences. (hpcaitech#4710)

* [shardformer] fix whisper test failed

* [shardformer] fix whisper test failed

* [shardformer] fix whisper test failed

* [shardformer] fix whisper test failed
* [doc] fix llama2 code link

* [doc] fix llama2 code link

* [doc] fix llama2 code link
* create shardformer doc files

* add docstring for seq-parallel

* update ShardConfig docstring

* add links to llama example

* add outdated massage

* finish introduction & supporting information

* finish 'how shardformer works'

* finish shardformer.md English doc

* fix doctest fail

* add Chinese document
…hpcaitech#4728)

* add compatibility matrix for shardformer doc

* update tp doc
* [shardformer] update pipeline parallel document

* [shardformer] update pipeline parallel document

* [shardformer] update pipeline parallel document

* [shardformer] update pipeline parallel document

* [shardformer] update pipeline parallel document

* [shardformer] update pipeline parallel document

* [shardformer] update pipeline parallel document

* [shardformer] update pipeline parallel document
* update doc of seq parallel

* fix typo
* add gpt2 HybridParallelPlugin example

* update readme and testci

* update test ci

* fix test_ci bug

* update requirements

* add requirements

* update requirements

* add requirement

* rename file
[legacy] remove deterministic data loader test
* arrange position of chapters

* fix typos in seq parallel doc
* [shardformer] update shardformer readme

[shardformer] update shardformer readme

[shardformer] update shardformer readme

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] update llama2/opt finetune example and shardformer update to llama2

* [shardformer] change dataset

* [shardformer] change dataset

* [shardformer] fix CI

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

* [shardformer] fix

[example] update opt example

[example] resolve comments

fix

fix

* [example] llama2 add finetune example

* [example] llama2 add finetune example

* [example] llama2 add finetune example

* [example] llama2 add finetune example

* fix

* update llama2 example

* update llama2 example

* fix

* update llama2 example

* update llama2 example

* update llama2 example

* update llama2 example

* update llama2 example

* update llama2 example

* Update requirements.txt

* update llama2 example

* update llama2 example

* update llama2 example
* [legacy] remove outdated codes of pipeline (hpcaitech#4692)

* [legacy] remove cli of benchmark and update optim (hpcaitech#4690)

* [legacy] remove cli of benchmark and update optim

* [doc] fix cli doc test

* [legacy] fix engine clip grad norm

* [legacy] remove outdated colo tensor (hpcaitech#4694)

* [legacy] remove outdated colo tensor

* [test] fix test import

* [legacy] move outdated zero to legacy (hpcaitech#4696)

* [legacy] clean up utils (hpcaitech#4700)

* [legacy] clean up utils

* [example] update examples

* [legacy] clean up amp

* [legacy] fix amp module

* [legacy] clean up gpc (hpcaitech#4742)

* [legacy] clean up context

* [legacy] clean core, constants and global vars

* [legacy] refactor initialize

* [example] fix examples ci

* [example] fix examples ci

* [legacy] fix tests

* [example] fix gpt example

* [example] fix examples ci

* [devops] fix ci installation

* [example] fix examples ci
* [misc] update pre-commit

* [misc] run pre-commit

* [misc] remove useless configuration files

* [misc] ignore cuda for clang-format
[doc] explain suitable use case for each plugin
* feat: modify forward fn of critic and reward model

* feat: modify calc_action_log_probs

* to: add wandb in sft and rm trainer

* feat: update train_sft

* feat: update train_rm

* style: modify type annotation and add warning

* feat: pass tokenizer to ppo trainer

* to: modify trainer base and maker base

* feat: add wandb in ppo trainer

* feat: pass tokenizer to generate

* test: update generate fn tests

* test: update train tests

* fix: remove action_mask

* feat: remove unused code

* fix: fix wrong ignore_index

* fix: fix mock tokenizer

* chore: update requirements

* revert: modify make_experience

* fix: fix inference

* fix: add padding side

* style: modify _on_learn_batch_end

* test: use mock tokenizer

* fix: use bf16 to avoid overflow

* fix: fix workflow

* [chat] fix gemini strategy

* [chat] fix

* sync: update colossalai strategy

* fix: fix args and model dtype

* fix: fix checkpoint test

* fix: fix requirements

* fix: fix missing import and wrong arg

* fix: temporarily skip gemini test in stage 3

* style: apply pre-commit

* fix: temporarily skip gemini test in stage 1&2

---------

Co-authored-by: Mingyan Jiang <[email protected]>
…ing logic (hpcaitech#4758)

* fix master param sync for hybrid plugin

* rewrite unwrap for ddp/fsdp

* rewrite unwrap for zero/gemini

* rewrite unwrap for hybrid plugin

* fix geemini unwrap

* fix bugs
* [doc] clean up outdated docs

* [doc] fix linking

* [doc] fix linking
ver217 and others added 27 commits September 21, 2023 16:30
* [lazy] support _like methods and clamp

* [lazy] pass transformers models

* [lazy] fix device move and requires grad

* [lazy] fix requires grad and refactor api

* [lazy] fix requires grad
… cmd. (hpcaitech#4713)

* Fix the version check bug in colossalai run when generating the cmd.

* polish code
* [gptq] add gptq kernel (hpcaitech#4416)

* add gptq

* refactor code

* fix tests

* replace auto-gptq

* rname inferance/quant

* refactor test

* add auto-gptq as an option

* reset requirements

* change assert and check auto-gptq

* add import warnings

* change test flash attn version

* remove example

* change requirements of flash_attn

* modify tests

* [skip ci] change requirements-test

* [gptq] faster gptq cuda kernel (hpcaitech#4494)

* [skip ci] add cuda kernels

* add license

* [skip ci] fix max_input_len

* format files & change test size

* [skip ci]

* [gptq] add gptq tensor parallel (hpcaitech#4538)

* add gptq tensor parallel

* add gptq tp

* delete print

* add test gptq check

* add test auto gptq check

* [gptq] combine gptq and kv cache manager (hpcaitech#4706)

* combine gptq and kv cache manager

* add init bits

* delete useless code

* add model path

* delete usless print and update test

* delete usless import

* move option gptq to shard config

* change replace linear to shardformer

* update bloom policy

* delete useless code

* fix import bug and delete uselss code

* change colossalai/gptq to colossalai/quant/gptq

* update import linear for tests

* delete useless code and mv gptq_kernel to kernel directory

* fix triton kernel

* add triton import
* add chatglm2

* add

* gather needed kernels

* fix some bugs

* finish context forward

* finish context stage

* fix

* add

* pause

* add

* fix bugs

* finish chatglm

* fix bug

* change some logic

* fix bugs

* change some logics

* add

* add

* add

* fix

* fix tests

* fix
* [release] update version

* [doc] revert versions
* Add ColossalEval

* Delete evaluate in Chat

---------

Co-authored-by: Xu Yuanchen <[email protected]>
Co-authored-by: Tong Li <[email protected]>
* [doc] add llama2 domain-specific solution news
* [fix] fix weekly runing example

* [fix] fix weekly runing example
* fix example format in docstring

* polish shardformer doc
…caitech#4774)

* support unsharded saving/loading for model

* support optimizer unsharded saving

* update doc

* support unsharded loading for optimizer

* small fix
* [lazy] patch from pretrained

* [lazy] fix from pretrained and add tests

* [devops] update ci
[doc] Update TODO in README of Colossal-LLaMA-2
change filename:
pretraining.py -> trainin.py
there is no file named pretraing.py. wrong writing
* [chat] fix gemini strategy

* [chat] fix gemini strategy

* [chat] fix gemini strategy

* [chat] fix gemini strategy

* g# This is a combination of 2 commits.

[chat] fix gemini strategy

fox

* [chat] fix gemini strategy

update llama2 example

[chat] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* [fix] fix gemini strategy

* fix

* fix

* fix

* fix

* fix

* Update train_prompts.py
@Xu-Kai Xu-Kai changed the title [inference[ rebase feature/smoothquant to main [inference] rebase feature/smoothquant to main Sep 29, 2023
@Xu-Kai Xu-Kai merged commit e21dc49 into hpcaitech:feature/smoothquant Sep 29, 2023
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