ColossalAI

Commit Graph

Author	SHA1	Message	Date
pre-commit-ci[bot]	df612434c9	[pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci	5 months ago
Wang Binluo	4c69e2dc91	support qwen model	5 months ago
Wenhao Chen	32e642bf40	revert: enable return_outputs when necessary	5 months ago
Wenhao Chen	6fa181ebef	feat: add qwen2 to model_zoo	5 months ago
Wenhao Chen	14305c9449	test: add qwen2 shard test	5 months ago
Wenhao Chen	5512bdf1fc	fix: modify model config and add Qwen2RMSNorm	5 months ago
Wenhao Chen	6ceaf4f1f8	tests: add `sub_dp_group` test	8 months ago
Wenhao Chen	e614aa34f3	[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	8 months ago
Insu Jang	00525f7772	[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>	8 months ago
Hongxin Liu	19e1a5cf16	[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	8 months ago
Edenzzzz	61da3fbc52	fixed layout converter caching and updated tester	8 months ago
flybird11111	0688d92e2d	[shardformer]Fix lm parallel. (#5480 ) * fix * padding vocab_size when using pipeline parallellism padding vocab_size when using pipeline parallellism fix fix * fix * fix fix fix * fix gather output * fix * fix * fix fix resize embedding fix resize embedding * fix resize embedding fix * revert * revert * revert * fix lm forward distribution * fix * test ci * fix	8 months ago
Wenhao Chen	bb0a668fee	[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	8 months ago
flybird11111	5e16bf7980	[shardformer] fix gathering output when using tensor parallelism (#5431 ) * fix * padding vocab_size when using pipeline parallellism padding vocab_size when using pipeline parallellism fix fix * fix * fix fix fix * fix gather output * fix * fix * fix fix resize embedding fix resize embedding * fix resize embedding fix * revert * revert * revert	8 months ago
Hongxin Liu	f2e8b9ef9f	[devops] fix compatibility (#5444 ) * [devops] fix compatibility * [hotfix] update compatibility test on pr * [devops] fix compatibility * [devops] record duration during comp test * [test] decrease test duration * fix falcon	8 months ago
flybird11111	29695cf70c	[example]add gpt2 benchmark example script. (#5295 ) * benchmark gpt2 * fix fix fix fix * [doc] fix typo in Colossal-LLaMA-2/README.md (#5247) * [workflow] fixed build CI (#5240) * [workflow] fixed build CI * polish * polish * polish * polish * polish * [ci] fixed booster test (#5251) * [ci] fixed booster test * [ci] fixed booster test * [ci] fixed booster test * [ci] fixed ddp test (#5254) * [ci] fixed ddp test * polish * fix typo in applications/ColossalEval/README.md (#5250) * [ci] fix shardformer tests. (#5255) * fix ci fix * revert: revert p2p * feat: add enable_metadata_cache option * revert: enable t5 tests --------- Co-authored-by: Wenhao Chen <cwher@outlook.com> * [doc] fix doc typo (#5256) * [doc] fix annotation display * [doc] fix llama2 doc * [hotfix]: add pp sanity check and fix mbs arg (#5268) * fix: fix misleading mbs arg * feat: add pp sanity check * fix: fix 1f1b sanity check * [workflow] fixed incomplete bash command (#5272) * [workflow] fixed oom tests (#5275) * [workflow] fixed oom tests * polish * polish * polish * [ci] fix test_hybrid_parallel_plugin_checkpoint_io.py (#5276) * fix ci fix * fix test * revert: revert p2p * feat: add enable_metadata_cache option * revert: enable t5 tests * fix --------- Co-authored-by: Wenhao Chen <cwher@outlook.com> * [shardformer] hybridparallelplugin support gradients accumulation. (#5246) * support gradients acc fix fix fix fix fix fix fix fix fix fix fix fix fix * fix fix * fix fix fix * [hotfix] Fix ShardFormer test execution path when using sequence parallelism (#5230) * fix auto loading gpt2 tokenizer (#5279) * [doc] add llama2-13B disyplay (#5285) * Update README.md * fix 13b typo --------- Co-authored-by: binmakeswell <binmakeswell@gmail.com> * fix llama pretrain (#5287) * fix * fix * fix fix * fix fix fix * fix fix * benchmark gpt2 * fix fix fix fix * [workflow] fixed build CI (#5240) * [workflow] fixed build CI * polish * polish * polish * polish * polish * [ci] fixed booster test (#5251) * [ci] fixed booster test * [ci] fixed booster test * [ci] fixed booster test * fix fix * fix fix fix * fix * fix fix fix fix fix * fix * Update shardformer.py --------- Co-authored-by: digger yu <digger-yu@outlook.com> Co-authored-by: Frank Lee <somerlee.9@gmail.com> Co-authored-by: Wenhao Chen <cwher@outlook.com> Co-authored-by: binmakeswell <binmakeswell@gmail.com> Co-authored-by: Zhongkai Zhao <kanezz620@gmail.com> Co-authored-by: Michelle <97082656+MichelleMa8@users.noreply.github.com> Co-authored-by: Desperado-Jia <502205863@qq.com>	9 months ago
QinLuo	bf34c6fef6	[fsdp] impl save/load shard model/optimizer (#5357 )	9 months ago
ver217	06db94fbc9	[moe] fix tests	10 months ago
Xuanlei Zhao	7d8e0338a4	[moe] init mixtral impl	10 months ago
Hongxin Liu	c53ddda88f	[lr-scheduler] fix load state dict and add test (#5369 )	10 months ago
Wenhao Chen	1c790c0877	[fix] remove unnecessary dp_size assert (#5351 ) * fix: remove unnecessary assert * test: add more 3d plugin tests * fix: add warning	10 months ago
Hongxin Liu	ffffc32dc7	[checkpointio] fix gemini and hybrid parallel optim checkpoint (#5347 ) * [checkpointio] fix hybrid parallel optim checkpoint * [extension] fix cuda extension * [checkpointio] fix gemini optimizer checkpoint * polish code	10 months ago
Frank Lee	7cfed5f076	[feat] refactored extension module (#5298 ) * [feat] refactored extension module * polish * polish * polish * polish * polish * polish * polish * polish * polish * polish	10 months ago
Hongxin Liu	d7f8db8e21	[hotfix] fix 3d plugin test (#5292 )	10 months ago
Zhongkai Zhao	5d9a0ae75b	[hotfix] Fix ShardFormer test execution path when using sequence parallelism (#5230 )	10 months ago
flybird11111	46e091651b	[shardformer] hybridparallelplugin support gradients accumulation. (#5246 ) * support gradients acc fix fix fix fix fix fix fix fix fix fix fix fix fix * fix fix * fix fix fix	10 months ago
flybird11111	2a0558d8ec	[ci] fix test_hybrid_parallel_plugin_checkpoint_io.py (#5276 ) * fix ci fix * fix test * revert: revert p2p * feat: add enable_metadata_cache option * revert: enable t5 tests * fix --------- Co-authored-by: Wenhao Chen <cwher@outlook.com>	10 months ago
Frank Lee	d69cd2eb89	[workflow] fixed oom tests (#5275 ) * [workflow] fixed oom tests * polish * polish * polish	10 months ago
Wenhao Chen	ef4f0ee854	[hotfix]: add pp sanity check and fix mbs arg (#5268 ) * fix: fix misleading mbs arg * feat: add pp sanity check * fix: fix 1f1b sanity check	10 months ago
flybird11111	e830ef917d	[ci] fix shardformer tests. (#5255 ) * fix ci fix * revert: revert p2p * feat: add enable_metadata_cache option * revert: enable t5 tests --------- Co-authored-by: Wenhao Chen <cwher@outlook.com>	11 months ago
Frank Lee	2b83418719	[ci] fixed ddp test (#5254 ) * [ci] fixed ddp test * polish	11 months ago
Frank Lee	d5eeeb1416	[ci] fixed booster test (#5251 ) * [ci] fixed booster test * [ci] fixed booster test * [ci] fixed booster test	11 months ago
Frank Lee	edf94a35c3	[workflow] fixed build CI (#5240 ) * [workflow] fixed build CI * polish * polish * polish * polish * polish	11 months ago
Hongxin Liu	d202cc28c0	[npu] change device to accelerator api (#5239 ) * update accelerator * fix timer * fix amp * update * fix * update bug * add error raise * fix autocast * fix set device * remove doc accelerator * update doc * update doc * update doc * use nullcontext * update cpu * update null context * change time limit for example * udpate * update * update * update * [npu] polish accelerator code --------- Co-authored-by: Xuanlei Zhao <xuanlei.zhao@gmail.com> Co-authored-by: zxl <43881818+oahzxl@users.noreply.github.com>	11 months ago
Elsa Granger	d565df3821	[pipeline] A more general _communicate in p2p (#5062 ) * A more general _communicate * feat: finish tree_flatten version p2p * fix: update p2p api calls --------- Co-authored-by: Wenhao Chen <cwher@outlook.com>	11 months ago
Xuanlei Zhao	dd2c28a323	[npu] use extension for op builder (#5172 ) * update extension * update cpu adam * update is * add doc for cpu adam * update kernel * update commit * update flash * update memory efficient * update flash attn * update flash attention loader * update api * fix * update doc * update example time limit * reverse change * fix doc * remove useless kernel * fix * not use warning * update * update	11 months ago
Wenhao Chen	d799a3088f	[pipeline]: add p2p fallback order and fix interleaved pp deadlock (#5214 ) * fix: add fallback order option and update 1f1b * fix: fix deadlock comm in interleaved pp * test: modify p2p test	11 months ago
Wenhao Chen	4fa689fca1	[pipeline]: fix p2p comm, add metadata cache and support llama interleaved pp (#5134 ) * test: add more p2p tests * fix: remove send_forward_recv_forward as p2p op list need to use the same group * fix: make send and receive atomic * feat: update P2PComm fn * feat: add metadata cache in 1f1b * feat: add metadata cache in interleaved pp * feat: modify is_xx_stage fn * revert: add _broadcast_object_list * feat: add interleaved pp in llama policy * feat: set NCCL_BUFFSIZE in HybridParallelPlugin	11 months ago
flybird11111	79718fae04	[shardformer] llama support DistCrossEntropy (#5176 ) * fix aaa fix fix fix * fix * fix * test ci * fix ci fix * llama support dist-cross fix fix fix fix fix fix fix fix * fix * fix * fix fix * test ci * test ci * fix * [Colossal-Llama-2] Add finetuning Colossal-Llama-2 example (#4878) * Add finetuning Colossal-Llama-2 example * Add finetuning Colossal-Llama-2 example 2 * Add finetuning Colossal-Llama-2 example and support NEFTuning * Add inference example and refine neftune * Modify readme file * update the imports --------- Co-authored-by: Xu Yuanchen <yuanchen.xu00@gmail.com> Co-authored-by: Camille Zhong <44392324+Camille7777@users.noreply.github.com> * llama support dist-cross fix fix fix fix fix fix fix fix * fix * fix * fix fix * test ci * test ci * fix * fix ci * fix ci --------- Co-authored-by: Yuanchen <70520919+chengeharrison@users.noreply.github.com> Co-authored-by: Xu Yuanchen <yuanchen.xu00@gmail.com> Co-authored-by: Camille Zhong <44392324+Camille7777@users.noreply.github.com>	12 months ago
flybird11111	21aa5de00b	[gemini] hotfix NaN loss while using Gemini + tensor_parallel (#5150 ) * fix aaa fix fix fix * fix * fix * test ci * fix ci fix	12 months ago
flybird11111	2a2ec49aa7	[plugin]fix 3d checkpoint load when booster boost without optimizer. (#5135 ) * fix 3d checkpoint load when booster boost without optimizer fix 3d checkpoint load when booster boost without optimizer * test ci * revert ci * fix fix	12 months ago
github-actions[bot]	d10ee42f68	[format] applied code formatting on changed files in pull request 5088 (#5127 ) Co-authored-by: github-actions <github-actions@github.com>	12 months ago
Wenhao Chen	7172459e74	[shardformer]: support gpt-j, falcon, Mistral and add interleaved pipeline for bert (#5088 ) * [shardformer] implement policy for all GPT-J models and test * [shardformer] support interleaved pipeline parallel for bert finetune * [shardformer] shardformer support falcon (#4883) * [shardformer]: fix interleaved pipeline for bert model (#5048) * [hotfix]: disable seq parallel for gptj and falcon, and polish code (#5093) * Add Mistral support for Shardformer (#5103) * [shardformer] add tests to mistral (#5105) --------- Co-authored-by: Pengtai Xu <henryxu880@gmail.com> Co-authored-by: ppt0011 <143150326+ppt0011@users.noreply.github.com> Co-authored-by: flybird11111 <1829166702@qq.com> Co-authored-by: eric8607242 <e0928021388@gmail.com>	1 year ago
Zhongkai Zhao	75af66cd81	[Hotfix] Fix model policy matching strategy in ShardFormer (#5064 ) * hotfix/Fix get model policy strategy in ShardFormer * fix bug in auto policy	1 year ago
Xu Kai	fb103cfd6e	[inference] update examples and engine (#5073 ) * update examples and engine * fix choices * update example	1 year ago
Bin Jia	0c7d8bebd5	[hotfix/hybridengine] fix bug when tp*pp size = 1 (#5069 )	1 year ago
Hongxin Liu	e5ce4c8ea6	[npu] add npu support for gemini and zero (#5067 ) * [npu] setup device utils (#5047) * [npu] add npu device support * [npu] support low level zero * [test] update npu zero plugin test * [hotfix] fix import * [test] recover tests * [npu] gemini support npu (#5052) * [npu] refactor device utils * [gemini] support npu * [example] llama2+gemini support npu * [kernel] add arm cpu adam kernel (#5065) * [kernel] add arm cpu adam * [optim] update adam optimizer * [kernel] arm cpu adam remove bf16 support	1 year ago
Xu Kai	fd6482ad8c	[inference] Refactor inference architecture (#5057 ) * [inference] support only TP (#4998) * support only tp * enable tp * add support for bloom (#5008) * [refactor] refactor gptq and smoothquant llama (#5012) * refactor gptq and smoothquant llama * fix import error * fix linear import torch-int * fix smoothquant llama import error * fix import accelerate error * fix bug * fix import smooth cuda * fix smoothcuda * [Inference Refactor] Merge chatglm2 with pp and tp (#5023) merge chatglm with pp and tp * [Refactor] remove useless inference code (#5022) * remove useless code * fix quant model * fix test import bug * mv original inference legacy * fix chatglm2 * [Refactor] refactor policy search and quant type controlling in inference (#5035) * [Refactor] refactor policy search and quant type controling in inference * [inference] update readme (#5051) * update readme * update readme * fix architecture * fix table * fix table * [inference] udpate example (#5053) * udpate example * fix run.sh * fix rebase bug * fix some errors * update readme * add some features * update interface * update readme * update benchmark * add requirements-infer --------- Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: Zhongkai Zhao <kanezz620@gmail.com>	1 year ago
Wenhao Chen	3c08f17348	[hotfix]: modify create_ep_hierarchical_group and add test (#5032 ) * feat: modify create_ep_hierarchical_group args * test: add ep tests * fix: remove get_process_group_ranks * fix: fix src_rank	1 year ago
flybird11111	3e02154710	[gemini] gemini support extra-dp (#5043 ) * support ddp * fix * fix * fix fix * support ddp * fix * fix * fix fix * simplify tests * fix * fix * fix fix fix * fix	1 year ago

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1029 Commits (868afdb31191ef7b3fa48d6fa71e7758c8707786)