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3495 Commits (544b7a38a167cb05cdc7590cfc100e23c0ed5ab7)

Author SHA1 Message Date
Steve Luo 725fbd2ed0
[Inference] Remove unnecessary float4_ and rename float8_ to float8 (#5679) 2024-05-06 10:55:34 +08:00
Yuanheng Zhao 8754abae24 [Fix] Fix & Update Inference Tests (compatibility w/ main) 2024-05-05 16:28:56 +00:00
Yuanheng Zhao 56ed09aba5 [sync] resolve conflicts of merging main 2024-05-05 05:14:00 +00:00
Yuanheng Zhao 537a3cbc4d
[kernel] Support New KCache Layout - Triton Kernel (#5677) 
* kvmemcpy triton for new kcache layout

* revise tests for new kcache layout

* naive triton flash decoding - new kcache layout

* rotary triton kernel - new kcache layout

* remove redundancy - triton decoding

* remove redundancy - triton kvcache copy

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 2024-05-03 17:20:45 +08:00
wangbluo 2632916329 remove useless code 2024-05-01 09:23:43 +00:00
傅剑寒 9df016fc45
[Inference] Fix quant bits order (#5681) 2024-04-30 19:38:00 +08:00
yuehuayingxueluo f79963199c
[inference]Add alibi to flash attn function (#5678) 
* add alibi to flash attn function

* rm redundant modifications
 2024-04-30 19:35:05 +08:00
傅剑寒 ef8e4ffe31
[Inference/Feat] Add kvcache quant support for fused_rotary_embedding_cache_copy (#5680) 2024-04-30 18:33:53 +08:00
wangbluo 9efc79ef24 add parallel output for mistral model 2024-04-30 08:10:20 +00:00
Steve Luo 5cd75ce4c7
[Inference/Kernel] refactor kvcache manager and rotary_embedding and kvcache_memcpy oper… (#5663) 
* refactor kvcache manager and rotary_embedding and kvcache_memcpy operator

* refactor decode_kv_cache_memcpy

* enable alibi in pagedattention
 2024-04-30 15:52:23 +08:00
yuehuayingxueluo 5f00002e43
[Inference] Adapt Baichuan2-13B TP (#5659) 
* adapt to baichuan2 13B

* add baichuan2 13B TP

* update baichuan tp logic

* rm unused code

* Fix TP logic

* fix alibi slopes tp logic

* rm nn.Module

* Polished the code.

* change BAICHUAN_MODEL_NAME_OR_PATH

* Modified the logic for loading Baichuan weights.

* fix typos
 2024-04-30 15:47:07 +08:00
傅剑寒 808ee6e4ad
[Inference/Feat] Feat quant kvcache step2 (#5674) 2024-04-30 11:26:36 +08:00
Wang Binluo d3f34ee8cc
[Shardformer] add assert for num of attention heads divisible by tp_size (#5670) 
* add assert for num of attention heads divisible by tp_size

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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 2024-04-29 18:47:47 +08:00
flybird11111 6af6d6fc9f
[shardformer] support bias_gelu_jit_fused for models (#5647) 
* support gelu_bias_fused for gpt2

* support gelu_bias_fused for gpt2

fix

fix

fix

* fix

fix

* fix
 2024-04-29 15:33:51 +08:00
Hongxin Liu 7f8b16635b
[misc] refactor launch API and tensor constructor (#5666) 
* [misc] remove config arg from initialize

* [misc] remove old tensor contrusctor

* [plugin] add npu support for ddp

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [devops] fix doc test ci

* [test] fix test launch

* [doc] update launch doc

---------

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 2024-04-29 10:40:11 +08:00
linsj20 91fa553775 [Feature] qlora support (#5586) 
* [feature] qlora support

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* qlora follow commit

* migrate qutization folder to colossalai/

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* minor fixes

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 2024-04-28 10:51:27 +08:00
flybird11111 8954a0c2e2 [LowLevelZero] low level zero support lora (#5153) 
* low level zero support lora

low level zero support lora

* add checkpoint test

* add checkpoint test

* fix

* fix

* fix

* fix

fix

fix

fix

* fix

* fix

fix

fix

fix

fix

fix

fix

* fix

* fix

fix

fix

fix

fix

fix

fix

* fix

* test ci

* git # This is a combination of 3 commits.

Update low_level_zero_plugin.py

Update low_level_zero_plugin.py

fix

fix

fix

* fix naming

fix naming

fix naming

fix
 2024-04-28 10:51:27 +08:00
Baizhou Zhang 14b0d4c7e5 [lora] add lora APIs for booster, support lora for TorchDDP (#4981) 
* add apis and peft requirement

* add liscense and implement apis

* add checkpointio apis

* add torchddp fwd_bwd test

* add support_lora methods

* add checkpointio test and debug

* delete unneeded codes

* remove peft from LICENSE

* add concrete methods for enable_lora

* simplify enable_lora api

* fix requirements
 2024-04-28 10:51:27 +08:00
Hongxin Liu c1594e4bad
[devops] fix release docker ci (#5665) 2024-04-27 19:11:57 +08:00
Hongxin Liu 4cfbf30a5e
[release] update version (#5654) 2024-04-27 18:59:47 +08:00
Tong Li 68ec99e946
[hotfix] add soft link to support required files (#5661) 2024-04-26 21:12:04 +08:00
傅剑寒 8ccb6714e7
[Inference/Feat] Add kvcache quantization support for FlashDecoding (#5656) 2024-04-26 19:40:37 +08:00
Yuanheng Zhao 5be590b99e
[kernel] Support new KCache Layout - Context Attention Triton Kernel (#5658) 
* add context attn triton kernel - new kcache layout

* add benchmark triton

* tiny revise

* trivial - code style, comment
 2024-04-26 17:51:49 +08:00
binmakeswell b8a711aa2d
[news] llama3 and open-sora v1.1 (#5655) 
* [news] llama3 and open-sora v1.1

* [news] llama3 and open-sora v1.1
 2024-04-26 15:36:37 +08:00
Hongxin Liu 2082852f3f
[lazyinit] skip whisper test (#5653) 2024-04-26 14:03:12 +08:00
flybird11111 8b7d535977
fix gptj (#5652) 2024-04-26 11:52:27 +08:00
yuehuayingxueluo 3c91e3f176
[Inference]Adapt to baichuan2 13B (#5614) 
* adapt to baichuan2 13B

* adapt to baichuan2 13B

* change BAICHUAN_MODEL_NAME_OR_PATH

* fix test_decoding_attn.py

* Modifications based on review comments.

* change BAICHUAN_MODEL_NAME_OR_PATH

* mv attn mask processes to test flash decoding

* mv get_alibi_slopes baichuan modeling

* fix bugs in test_baichuan.py
 2024-04-25 23:11:30 +08:00
Yuanheng Zhao f342a93871
[Fix] Remove obsolete files - inference (#5650) 2024-04-25 22:04:59 +08:00
Hongxin Liu 1b387ca9fe
[shardformer] refactor pipeline grad ckpt config (#5646) 
* [shardformer] refactor pipeline grad ckpt config

* [shardformer] refactor pipeline grad ckpt config

* [pipeline] fix stage manager
 2024-04-25 15:19:30 +08:00
Season 7ef91606e1
[Fix]: implement thread-safety singleton to avoid deadlock for very large-scale training scenarios (#5625) 
* implement thread-safety singleton

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* refactor singleton implementation

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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 2024-04-25 14:45:52 +08:00
Hongxin Liu bbb2c21f16
[shardformer] fix chatglm implementation (#5644) 
* [shardformer] fix chatglm policy

* [shardformer] fix chatglm flash attn

* [shardformer] update readme

* [shardformer] fix chatglm init

* [shardformer] fix chatglm test

* [pipeline] fix chatglm merge batch
 2024-04-25 14:41:17 +08:00
Steve Luo a8fd3b0342
[Inference/Kernel] Optimize paged attention: Refactor key cache layout (#5643) 
* optimize flashdecodingattention: refactor code with different key cache layout(from [num_blocks, num_kv_heads, block_size, head_size] to [num_blocks, num_kv_heads, head_size/x, block_size, x])

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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 2024-04-25 14:24:02 +08:00
flybird11111 5d88ef1aaf
[shardformer] remove useless code (#5645) 2024-04-25 13:46:39 +08:00
flybird11111 148506c828
[coloattention]modify coloattention (#5627) 
* modify coloattention

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fix

* fix

* fix

fxi

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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 2024-04-25 10:47:14 +08:00
Edenzzzz 7ee569b05f
[hotfix] Fixed fused layernorm bug without apex (#5609) 
* fixed fused layernorm bug without apex

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* same for flash attn

* remove flash attn check

---------

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 2024-04-24 23:04:06 +08:00
Wang Binluo 0d0a582033
[shardformer] update transformers (#5583) 
* flash_attention forward upgrade

* llama_model_forward

* remove useless comment

* update the requirements.txt

* add the transformers version requirements

* remove the LATEST VERSION try

* [shardformer] update bloom model (#5518)

* update bloom model

* remove the version restriction

* [shardformer] update_falcon (#5520)

* [shardformer] update mistral model (#5511)

* [shardformer] update gpt2 (#5502)

* [shardformer] update gptj model (#5503)

* [shardformer] update opt (#5522)

* [shardformer] update t5 model (#5524)

* [shardformer] update whisper model (#5529)

* [shardformer] update vit model (#5530)

* update vit model

* remove the output_hidden_states

* [shardformer] fix llama modeling

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* [zero] support multiple (partial) backward passes (#5596)

* [zero] support multiple (partial) backward passes

* [misc] update requirements

* [zero] support multiple (partial) backward passes (#5596)

* [zero] support multiple (partial) backward passes

* [misc] update requirements

* fix conflicts

* [doc] fix ColossalMoE readme (#5599)

* fix readme

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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---------

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* merge with main

* merge with main

* llama_model_forward

* remove useless comment

* remove the LATEST VERSION try

* [shardformer] update bloom model (#5518)

* update bloom model

* remove the version restriction

* [shardformer] update mistral model (#5511)

* [shardformer] update opt (#5522)

* [shardformer] update whisper model (#5529)

* [shardformer] fix llama modeling

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [hotfix] Fix examples no pad token & auto parallel codegen bug; (#5606)

* fix no pad token bug

* fixed some auto parallel codegen bug, but might not run on torch 2.1

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>

* [shardformer] fix pipeline grad ckpt (#5620)

* [shardformer] fix pipeline grad ckpt

* [shardformer] fix whisper (#5628)

* [test] fix llama model test

* fix the opt upgrade (#5634)

* [shardformer] fix attn replacement (#5636)

* [shardformer] update flashattention replacement (#5637)

* update transformers

update transformers

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* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

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* [test] fix llama test (#5638)

* [gemini] fix buffer cast (#5639)

* Fix shardformer upgrade (#5640)

* fix llama model

* fix the mistral

* fix the shardformer model

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

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* [shardformer]support pipeline parallelism for mistral. (#5642)

* [shardformer] fix attn replacement (#5636)

* [shardformer] update flashattention replacement (#5637)

* update transformers

update transformers

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* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

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* [Feature] Support LLaMA-3 CPT and ST (#5619)

* support LLaMA-3

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Run pre-commit

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* [exampe] update llama example (#5626)

* [plugin] support dp inside for hybriad parallel

* [example] update llama benchmark

* [example] update llama benchmark

* [example] update llama readme

* [example] update llama readme

* [example] llama3 (#5631)

* release llama3

* [release] llama3

* [release] llama3

* [release] llama3

* [release] llama3

* [test] fix llama test (#5638)

* [gemini] fix buffer cast (#5639)

* support pp for mistral

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---------

Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>

---------

Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Camille Zhong <44392324+Camille7777@users.noreply.github.com>
Co-authored-by: Edenzzzz <wenxuan.tan@wisc.edu>
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: flybird11111 <1829166702@qq.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
 2024-04-24 22:51:50 +08:00
yuehuayingxueluo 90cd5227a3
[Fix/Inference]Fix vllm benchmark (#5630) 
* Fix bugs about OOM when running vllm-0.4.0

* rm used params

* change generation_config

* change benchmark log file name
 2024-04-24 14:51:36 +08:00
傅剑寒 279300dc5f
[Inference/Refactor] Refactor compilation mechanism and unified multi hw (#5613) 
* refactor compilation mechanism and unified multi hw

* fix file path bug

* add init.py to make pybind a module to avoid relative path error caused by softlink

* delete duplicated micros

* fix micros bug in gcc
 2024-04-24 14:17:54 +08:00
Yuanheng Zhao 04863a9b14
[example] Update Llama Inference example (#5629) 
* [example] add infernece benchmark llama3

* revise inference config - arg

* remove unused args

* add llama generation demo script

* fix init rope in llama policy

* add benchmark-llama3 - cleanup
 2024-04-23 22:23:07 +08:00
binmakeswell f4c5aafe29
[example] llama3 (#5631) 
* release llama3

* [release] llama3

* [release] llama3

* [release] llama3

* [release] llama3
 2024-04-23 18:48:07 +08:00
Hongxin Liu 4de4e31818
[exampe] update llama example (#5626) 
* [plugin] support dp inside for hybriad parallel

* [example] update llama benchmark

* [example] update llama benchmark

* [example] update llama readme

* [example] update llama readme
 2024-04-23 14:12:20 +08:00
Tong Li 862fbaaa62
[Feature] Support LLaMA-3 CPT and ST (#5619) 
* support LLaMA-3

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Run pre-commit

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 2024-04-23 13:54:05 +08:00
yuehuayingxueluo 12f10d5b0b
[Fix/Inference]Fix CUDA Rotary Rmbedding GQA (#5623) 
* fix rotary embedding GQA

* change test_rotary_embdding_unpad.py KH
 2024-04-23 13:44:49 +08:00
Yuanheng Zhao 5d4c1fe8f5
[Fix/Inference] Fix GQA Triton and Support Llama3 (#5624) 
* [fix] GQA calling of flash decoding triton

* fix kv cache alloc shape

* fix rotary triton - GQA

* fix sequence max length assigning

* Sequence max length logic

* fix scheduling and spec-dec

* skip without import error

* fix pytest - skip without ImportError

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
 2024-04-23 13:09:55 +08:00
Hongxin Liu e094933da1
[shardformer] fix pipeline grad ckpt (#5620) 
* [shardformer] fix pipeline grad ckpt
 2024-04-22 11:25:39 +08:00
Steve Luo ccf72797e3
feat baichuan2 rmsnorm whose hidden size equals to 5120 (#5611) 2024-04-19 15:34:53 +08:00
Edenzzzz d83c633ca6
[hotfix] Fix examples no pad token & auto parallel codegen bug; (#5606) 
* fix no pad token bug

* fixed some auto parallel codegen bug, but might not run on torch 2.1

---------

Co-authored-by: Edenzzzz <wtan45@wisc.edu>
 2024-04-18 18:15:50 +08:00
Runyu Lu e37ee2fb65
[Feat]Tensor Model Parallel Support For Inference (#5563) 
* tensor parallel support naive source

* [fix]precision, model load and refactor the framework

* add tp unit test

* docstring

* fix do_sample
 2024-04-18 16:56:46 +08:00
Steve Luo be396ad6cc
[Inference/Kernel] Add Paged Decoding kernel, sequence split within the same thread block (#5531) 
* feat flash decoding for paged attention

* refactor flashdecodingattention

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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 2024-04-18 16:45:07 +08:00
flybird11111 a0ad587c24
[shardformer] refactor embedding resize (#5603) 
* [branch rebase] rebase main to Feature/resize_embedding (#5554)

* fix

* [release] update version (#5411)

* [hotfix] fix typo s/keywrods/keywords etc. (#5429)

* [devops] fix compatibility (#5444)

* [devops] fix compatibility

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* [doc] release Open-Sora 1.0 with model weights (#5468)

* [doc] release Open-Sora 1.0 with model weights

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* [doc] release Open-Sora 1.0 with model weights

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---------

Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>

* [CI] run pre-commit (#5577)

* fix

* [release] update version (#5411)

* [hotfix] fix typo s/keywrods/keywords etc. (#5429)

* [devops] fix compatibility (#5444)

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* [doc] update open-sora demo

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---------

Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>

* [rebase] rebase main to resize-embedding (#5581)

* [release] grok-1 314b inference (#5490)

* [release] grok-1 inference

* [release] grok-1 inference

* [release] grok-1 inference

* [example] update Grok-1 inference (#5495)

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* remove unused arg in scripts

* prevent re-installing torch

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* revert modifying colossalai requirements

* add perf

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* add tokenizer url

* [hotfix] set return_outputs=False in examples and polish code (#5404)

* fix: simplify merge_batch

* fix: use return_outputs=False to eliminate extra memory consumption

* feat: add return_outputs warning

* style: remove `return_outputs=False` as it is the default value

* [release] grok-1 inference benchmark (#5500)

* [release] grok-1 inference benchmark

* [release] grok-1 inference benchmark

* [release] grok-1 inference benchmark

* [release] grok-1 inference benchmark

* [release] grok-1 inference benchmark

* [shardformer]Fix lm parallel. (#5480)

* fix

* padding vocab_size when using pipeline parallellism

padding vocab_size when using pipeline parallellism

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fix

* fix

* fix

fix

fix

* fix gather output

* fix

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fix resize embedding

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* fix lm forward distribution

* fix

* test ci

* fix

* [fix] fix grok-1 example typo (#5506)

* [devops] fix example test ci (#5504)

* Fix ColoTensorSpec for py11 (#5440)

* fixed layout converter caching and updated tester

* Empty-Commit

* [shardformer] update colo attention to support custom mask (#5510)

* [feature] refactor colo attention (#5462)

* [extension] update api

* [feature] add colo attention

* [feature] update sdpa

* [feature] update npu attention

* [feature] update flash-attn

* [test] add flash attn test

* [test] update flash attn test

* [shardformer] update modeling to fit colo attention (#5465)

* [misc] refactor folder structure

* [shardformer] update llama flash-attn

* [shardformer] fix llama policy

* [devops] update tensornvme install

* [test] update llama test

* [shardformer] update colo attn kernel dispatch

* [shardformer] update blip2

* [shardformer] update chatglm

* [shardformer] update gpt2

* [shardformer] update gptj

* [shardformer] update opt

* [shardformer] update vit

* [shardformer] update colo attention mask prep

* [shardformer] update whisper

* [test] fix shardformer tests (#5514)

* [test] fix shardformer tests

* [test] fix shardformer tests

* [format] applied code formatting on changed files in pull request 5510 (#5517)

Co-authored-by: github-actions <github-actions@github.com>

* [shardformer] fix pipeline forward error if custom layer distribution is used (#5189)

* Use self.[distribute_layers|get_stage_index] to exploit custom layer distribution

* Change static methods for t5 layer distribution to member functions

* Change static methods for whisper layer distribution to member functions

* Replace whisper policy usage with self one

* Fix test case to use non-static layer distribution methods

* fix: fix typo

---------

Co-authored-by: Wenhao Chen <cwher@outlook.com>

* [Fix] Grok-1 use tokenizer from the same pretrained path (#5532)

* [fix] use tokenizer from the same pretrained path

* trust remote code

* [ColossalChat] Update RLHF V2 (#5286)

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* fix and tested ppo

* 2 nd round refactor

* add ci tests

* fix ci

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* fix readme, style

* fix readme style

* fix style, fix benchmark

* reproduce benchmark result, remove useless files

* rename to ColossalChat

* use new image

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* fix ci

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* fix rm progress bar. fix ci timeout

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* support chat template

* fix readme

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* fix benchmark

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* move ci to 85

* support flash attention 2

* add all-in-one data preparation script. Fix colossal-llama2-chat chat template

* add hardware requirements

* move ci test data

* fix save_model, add unwrap

* fix missing bos

* fix missing bos; support grad accumulation with gemini

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* debug sft

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* fix colossalai version requirement

* fix ci

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* fix requirements

* add dummy data generation script

* add dummy data generation script

* add dummy data generation script

* add dummy data generation script

* update readme

* update readme

* update readme and ignore

* fix logger bug

* support parallel_output

* modify data preparation logic

* fix tokenization

* update lr

* fix inference

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---------

Co-authored-by: Tong Li <tong.li352711588@gmail.com>

* [shardformer, pipeline] add `gradient_checkpointing_ratio` and heterogenous shard policy for llama (#5508)

* feat: add `GradientCheckpointConfig` and `PipelineGradientCheckpointConfig`

* feat: apply `GradientCheckpointConfig` to policy and llama_forward

* feat: move `distribute_layer` and `get_stage_index` to PipelineStageManager

* fix: add optional args for `distribute_layer` and `get_stage_index`

* fix: fix changed API calls

* test: update llama tests

* style: polish `GradientCheckpointConfig`

* fix: fix pipeline utils tests

* fix incorrect sharding without zero (#5545)

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* [shardformer] Sequence Parallelism Optimization (#5533)

* sequence parallel optimization

* validate sequence parallel in llama (code to be polished)

* shardformer api writing

* integrate sequence parallel in ShardFormer

* fix pp bugs and sp bugs for LlaMa model

* integrating ring-based sequence parallelism into ShardFormer

* [sequence parallelism]: Add fused megatron function

* integrating ring-based sequence parallelism into ShardFormer

---------

Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>

* fix bugs when useing sp and flashattention together

* fix operation function name

* support flash attention for ulysses-style sp

* clarify sp process group

* fix compatibility bugs in moe plugin

* fix fused linear bugs

* fix linear layer test

* support gpt model all-to-all sp

* modify shard data dimension (meant to be dim=-1)

* support megtron-style sp and distributed attn for llama model

* [shardformer] add megatron sp to llama

* support llama7B 128k with distributed attention

* [shardformer] robustness enhancement

* add block attn

* sp mode 1: keep input as a complete sequence

* fix sp compatability

* finish sp mode 3 support for gpt

* using all_to_all_single when batch size is 1

* support mode 2 sp in gpt2 (#5)

* [shardformer] add megatron sp to llama

* support llama7B 128k with distributed attention

* [shardformer] robustness enhancement

* add block attn

* sp mode 1: keep input as a complete sequence

* fix sp compatability

* refactor ring implementation

* support mode 2 sp in gpt2

* polish code

* enable distributed attn mask when using sp mode 2 and 3 in llama

* automatically enable flash attn when using sp mode 2 and 3 in llama

* inplace attn mask

* add zero2 support for sequence parallel

* polish code

* fix bugs

* fix gemini checkpoint io

* loose tensor checking atol and rtol

* add comment

* fix llama layernorm grad

* fix zero grad

* fix zero grad

* fix conflict

* update split and gather auto grad func

* sequence parallel: inside text split (#6)

* polish code (part 1)

* polish code (part 2)

* polish code (part 2.5)

* polish code (part 3)

* sequence parallel: inside text split

* miscellaneous minor fixes

* polish code

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* sequence parallel: inside text split

* miscellaneous minor fixes

* disaggregate sp group and dp group for  sp

* fix llama and gpt sp

* polish code

* move ulysses grad sync to ddp (#9)

* remove zero_stage and unbind the grad sync for alltoall sp

* add 2d group creation test

* move ulysses grad sync to ddp

* add 2d group creation test

* remove useless code

* change shard config not to enable sp when enable_all_optimizations

* add sp warnings for several model

* remove useless code

---------

Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>

* [hotfix] quick fixes to make legacy tutorials runnable (#5559)

Co-authored-by: Edenzzzz <wtan45@wisc.edu>

* [fix] fix typo s/muiti-node /multi-node etc. (#5448)

* [hotfix] fix typo s/get_defualt_parser /get_default_parser (#5548)

* [devops] remove post commit ci (#5566)

* [devops] remove post commit ci

* [misc] run pre-commit on all files

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* [shardformer]enable padding vocabulary size. (#5489)

* padding vocab_size when using pipeline parallellism

padding vocab_size when using pipeline parallellism

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* fix

fix

fix

* fix gather output

* fix

* fix

* fix

fix resize embedding

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* Update hybrid_parallel_plugin.py

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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* vocab checkpointio

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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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 2024-04-18 16:10:18 +08:00