Wang Binluo
eea37da6fa
[fp8] Merge feature/fp8_comm to main branch of Colossalai ( #6016 )
...
* add SimPO
* fix dataloader
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* fix colossalai, transformers version
* fix colossalai, transformers version
* fix torch colossalai version
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* [shardformer] DeepseekMoE support (#5871 )
* [Feature] deepseek moe expert parallel implement
* [misc] fix typo, remove redundant file (#5867 )
* [misc] fix typo
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for more information, see https://pre-commit.ci
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* [Feature] deepseek support & unit test
* [misc] remove debug code & useless print
* [misc] fix typos (#5872 )
* [Feature] remove modeling file, use auto config. (#5884 )
* [misc] fix typos
* [Feature] deepseek support via auto model, remove modeling file
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* [misc] fix typos
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* [misc] fix typos
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---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [Hoxfix] Fix CUDA_DEVICE_MAX_CONNECTIONS for comm overlap
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* [Feat] Diffusion Model(PixArtAlpha/StableDiffusion3) Support (#5838 )
* Diffusion Model Inference support
* Stable Diffusion 3 Support
* pixartalpha support
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* [Hot Fix] CI,import,requirements-test
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [Feature] Enable PP + SP for llama (#5868 )
* fix cross-PP-stage position id length diff bug
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [ShardFormer] Add Ulysses Sequence Parallelism support for Command-R, Qwen2 and ChatGLM (#5897 )
* add benchmark for sft, dpo, simpo, orpo. Add benchmarking result. Support lora with gradient checkpoint
* fix style
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* fix eval
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* [zero] support all-gather overlap (#5898 )
* [zero] support all-gather overlap
* [zero] add overlap all-gather flag
* [misc] fix typo
* [zero] update api
* fix orpo cross entropy loss
* [Auto Parallel]: Speed up intra-op plan generation by 44% (#5446 )
* Remove unnecessary calls to deepcopy
* Build DimSpec's difference dict only once
This change considerably speeds up construction speed of DimSpec objects. The difference_dict is the same for each DimSpec object, so a single copy of it is enough.
* Fix documentation of DimSpec's difference method
* [ShardFormer] fix qwen2 sp (#5903 )
* [compatibility] support torch 2.2 (#5875 )
* Support Pytorch 2.2.2
* keep build_on_pr file and update .compatibility
* fix object_to_tensor usage when torch>=2.3.0 (#5820 )
* [misc] support torch2.3 (#5893 )
* [misc] support torch2.3
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* [devops] update compatibility ci
* [devops] add debug
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* [devops] remove debug
* [release] update version (#5912 )
* [plugin] support all-gather overlap for hybrid parallel (#5919 )
* [plugin] fixed all-gather overlap support for hybrid parallel
* add kto
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* [Examples] Add lazy init to OPT and GPT examples (#5924 )
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* [ColossalChat] Hotfix for ColossalChat (#5910 )
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* fix test data
* refactor evaluation
* remove real data path
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* Add n_fused as an input from native_module (#5894 )
* [FIX BUG] convert env param to int in (#5934 )
* [Hotfix] Fix ZeRO typo #5936
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Feature] Add a switch to control whether the model checkpoint needs to be saved after each epoch ends (#5941 )
* Add a switch to control whether the model checkpoint needs to be saved after each epoch ends
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* fix style
* fix style
* fix style
* [shardformer] hotfix attn mask (#5945 )
* [shardformer] hotfix attn mask (#5947 )
* [Feat] Distrifusion Acceleration Support for Diffusion Inference (#5895 )
* Distrifusion Support source
* comp comm overlap optimization
* sd3 benchmark
* pixart distrifusion bug fix
* sd3 bug fix and benchmark
* generation bug fix
* naming fix
* add docstring, fix counter and shape error
* add reference
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* [zero] hotfix update master params (#5951 )
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* [Chat] Fix lora (#5946 )
* fix merging
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* [test] add mixtral for sequence classification
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* moe sp support
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---------
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* [chore] minor fix
* [moe] init moe plugin comm setting with sp
* moe sp + ep bug fix
* [moe] finalize test (no pp)
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* [chore] minor fix after rebase
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* [bug] fix: somehow logger hangs the program
* [moe] deepseek moe sp support
* [test] add check
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* [misc] skip redunant test
* [misc] remove debug/print code
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* Revert "[moe] implement submesh initialization"
This reverts commit 2f9bce6686
.
* [chore] change moe_pg_mesh to private
* [misc] remove incompatible test config
* [misc] fix ci failure: change default value to false in moe plugin
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* [chore] docstring
* [moe] remove force_overlap_comm flag and add warning instead
* [doc] add MoeHybridParallelPlugin docstring
* [moe] solve dp axis issue
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---------
Co-authored-by: Michelle <qianranma8@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [lora] lora support hybrid parallel plugin (#5956 )
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Hotfix] README link (#5966 )
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* fix sync condition (#6000 )
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updates:
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [misc] Bypass the huggingface bug to solve the mask mismatch problem (#5991 )
* [Feature] Zigzag Ring attention (#5905 )
* halfway
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [misc] update compatibility (#6008 )
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* [test] fix torch ddp test
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* fix the merge
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* fix
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3 months ago
wangbluo
8b8e282441
fix
3 months ago
wangbluo
698c8b9804
fix
3 months ago
wangbluo
6aface9316
fix
3 months ago
wangbluo
193030f696
fix
3 months ago
wangbluo
eb5ba40def
fix the merge
3 months ago
Tong Li
39e2597426
[ColossalChat] Add PP support ( #6001 )
...
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3 months ago
Hongxin Liu
0d3b0bd864
[plugin] add cast inputs option for zero ( #6003 ) ( #6022 )
3 months ago
wangbluo
2d362ac090
fix merge
3 months ago
wangbluo
2e4cbe3a2d
fix
3 months ago
wangbluo
2ee6235cfa
fix
3 months ago
wangbluo
f7acfa1bd5
fix
3 months ago
wangbluo
53823118f2
fix
3 months ago
Edenzzzz
dcc44aab8d
[misc] Use dist logger in plugins ( #6011 )
...
* use dist logger in plugins
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
3 months ago
wangbluo
1f703e0ef4
fix
3 months ago
wangbluo
88b3f0698c
fix the merge
3 months ago
wangbluo
2eb36839c6
fix
3 months ago
wangbluo
12b44012d9
fix
3 months ago
wangbluo
0d8e82a024
Merge branch 'fp8_merge' of https://github.com/wangbluo/ColossalAI into fp8_merge
3 months ago
wangbluo
4c82bfcc54
fix the merge
3 months ago
pre-commit-ci[bot]
64aad96723
[pre-commit.ci] auto fixes from pre-commit.com hooks
...
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3 months ago
wangbluo
3353042525
fix the merge
3 months ago
Edenzzzz
f1c3266a94
overlap kv comm with output rescale ( #6017 )
...
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
3 months ago
wangbluo
1a5847e6d1
fix the merge
3 months ago
wangbluo
52289e4c63
Merge branch 'fp8_merge' of https://github.com/wangbluo/ColossalAI into fp8_merge
3 months ago
wangbluo
02636c5bef
fix the merge
3 months ago
pre-commit-ci[bot]
81272e9d00
[pre-commit.ci] auto fixes from pre-commit.com hooks
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3 months ago
wangbluo
4cf79fa275
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3 months ago
Hongxin Liu
26493b97d3
[misc] update compatibility ( #6008 )
...
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3 months ago
Edenzzzz
f5c84af0b0
[Feature] Zigzag Ring attention ( #5905 )
...
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
3 months ago
flybird11111
0a51319113
[fp8] zero support fp8 linear. ( #6006 )
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3 months ago
Wang Binluo
3f09a6145f
[fp8] add use_fp8 option for MoeHybridParallelPlugin ( #6009 )
3 months ago
flybird11111
20722a8c93
[fp8]update reduce-scatter test ( #6002 )
...
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3 months ago
Haze188
887d2d579b
[misc] Bypass the huggingface bug to solve the mask mismatch problem ( #5991 )
3 months ago
pre-commit-ci[bot]
4dd03999ec
[pre-commit.ci] pre-commit autoupdate ( #5995 )
...
updates:
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3 months ago
botbw
1a2e90dcc1
[fp8] linear perf enhancement
3 months ago
Hongxin Liu
406f984063
[plugin] add cast inputs option for zero ( #6003 )
3 months ago
botbw
88fa096d78
[fp8] update torch.compile for linear_fp8 to >= 2.4.0 ( #6004 )
3 months ago
flybird11111
597b206001
[fp8] support asynchronous FP8 communication ( #5997 )
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3 months ago
Tong Li
ceb1e262e7
fix sync condition ( #6000 )
3 months ago
Hongxin Liu
0978080a69
[fp8] refactor fp8 linear with compile ( #5993 )
...
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3 months ago
Wang Binluo
b2483c8e31
[fp8] support hybrid parallel plugin ( #5982 )
...
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3 months ago
YeAnbang
ed97d3a5d3
[Chat] fix readme ( #5989 )
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3 months ago
flybird11111
f1a3a326c4
[fp8]Moe support fp8 communication ( #5977 )
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4 months ago
Edenzzzz
b4d2377d4c
[Hotfix] Avoid fused RMSnorm import error without apex ( #5985 )
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4 months ago
botbw
e4aadeee20
[fp8] use torch compile (torch >= 2.3.0) ( #5979 )
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* [fp8] set use_fast_accum in linear
* [chore] formal version check
* [chore] fix sig
4 months ago
Hongxin Liu
8241c0c054
[fp8] support gemini plugin ( #5978 )
...
* [fp8] refactor hook
* [fp8] support gemini plugin
* [example] add fp8 option for llama benchmark
4 months ago
Tong Li
ad3fa4f49c
[Hotfix] README link ( #5966 )
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* update ignore
* update readme
* run style
* update readme
4 months ago
flybird11111
4b9bec8176
[test ci]Feature/fp8 comm ( #5981 )
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* fix
* fix
* fix
4 months ago
Hanks
b480eec738
[Feature]: support FP8 communication in DDP, FSDP, Gemini ( #5928 )
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* support fp8_communication in the Torch DDP grad comm, FSDP grad comm, and FSDP params comm
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* implement communication hook for FSDP params all-gather
* added unit test for fp8 operators
* support fp8 communication in GeminiPlugin
* update training scripts to support fsdp and fp8 communication
* fixed some minor bugs observed in unit test
* add all_gather_into_tensor_flat_fp8
* [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
for more information, see https://pre-commit.ci
* add skip the test if torch < 2.2.0
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* add skip the test if torch < 2.2.0
* add skip the test if torch < 2.2.0
* add fp8_comm flag
* rebase latest fp8 operators
* rebase latest fp8 operators
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
4 months ago