Commit Graph

3300 Commits (4647ec28c8450ee96f4709626617763712efd77e)

Author SHA1 Message Date
Edenzzzz 58954b2986
[misc] Add an existing issue checkbox in bug report (#5691)
Co-authored-by: Wenxuan(Eden) Tan <wtan45@wisc.edu>
2024-05-07 12:18:50 +08:00
flybird11111 77ec773388
[zero]remove registered gradients hooks (#5687)
* remove registered hooks

fix

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fix zero

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fix zero

fix zero

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* fix

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fix
2024-05-07 12:01:38 +08:00
Edenzzzz c25f83c85f
fix missing pad token (#5690)
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
2024-05-06 18:17:26 +08:00
傅剑寒 1ace1065e6
[Inference/Feat] Add quant kvcache support for decode_kv_cache_memcpy (#5686) 2024-05-06 15:35:13 +08:00
Yuanheng Zhao db7b3051f4
[Sync] Update from main to feature/colossal-infer (Merge pull request #5685)
[Sync] Update from main to feature/colossal-infer

- Merge pull request #5685 from yuanheng-zhao/inference/merge/main
2024-05-06 14:43:38 +08:00
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

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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/

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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

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* refactor singleton implementation

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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])

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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

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* fix

* fix

* fix

fxi

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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

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* 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

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* [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

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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

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* [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

fix

fix

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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

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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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fix

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

* support LLaMA-3

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* 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

* fix

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* fix

---------

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>

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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: 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

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* 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

---------

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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