Commit Graph

1320 Commits (feature/zerobubble)

Author SHA1 Message Date
duanjunwen dafda0fb70 [fix] remove debug info; 2024-11-18 03:32:04 +00:00
duanjunwen 0fb500c7d4 [fix] rm debug info; update llama policy; update wait handle 2024-11-15 09:47:05 +00:00
duanjunwen 1bc4dba3a3 [fix] fix p2p error in zbv 2024-11-14 09:40:38 +00:00
duanjunwen 80b04d7855 [feat] support mixtral policy with zbv tp_Linear & non_tp_Linear 2024-11-12 07:28:49 +00:00
duanjunwen 337debcf2a [feat] fix testcase; 2024-11-11 11:34:29 +00:00
duanjunwen 12919de424 [fix] fix send_tensor_metadata & send_grad_metadata; 2024-11-11 08:54:39 +00:00
duanjunwen 0d6d40ccc6 [fix] fix zbv llama pp4 2024-11-06 03:35:12 +00:00
duanjunwen 4fc92aa77d [feat] support no_tp Linear for sharderformer.llama 2024-11-05 05:55:42 +00:00
duanjunwen 8e40087633 [fix] fix model zoo init 2024-11-01 09:02:07 +00:00
duanjunwen 0218e673db [fix] fix use_fp8 flag 2024-11-01 07:05:24 +00:00
duanjunwen 1d328ff651 Merge branch 'main' into dev/zero_bubble 2024-11-01 03:10:53 +00:00
duanjunwen 5f0924361d [fix] fix linear (no tp) ops func name; 2024-10-31 08:18:28 +00:00
duanjunwen d2e05a99b3 [feat] support no tensor parallel Linear in shardformer; Add test for use weightGradStore and not use WeightGradStore 2024-10-30 02:54:32 +00:00
duanjunwen fafe049b83 [fix] fix handle name; rm useless comments; 2024-10-29 03:24:15 +00:00
duanjunwen 6377aa0fff [fix] fix test_shard_llama ci; 2024-10-28 02:42:33 +00:00
duanjunwen 03fa79a55c [fix] fix llama modeling policy; 2024-10-25 10:17:06 +00:00
duanjunwen cc0dfddcbc [fix] fix test_shard_llama 2024-10-25 09:01:13 +00:00
duanjunwen d0ec221b38 [fix\ fix fail case test_shard_llama 2024-10-25 02:28:55 +00:00
duanjunwen 2eca112c90 [feat] support meta cache, meta_grad_send, meta_tensor_send; fix runtime too long in Recv Bwd; benchmark for llama + Hybrid(tp+pp); 2024-10-24 07:30:19 +00:00
duanjunwen 705b18e1e7 [fix] add & fix llama test 2024-10-16 03:58:50 +00:00
duanjunwen e76308c6e6 [fix] rm use_zbv flag in Shardconfig; rm debug info; 2024-10-16 03:25:04 +00:00
duanjunwen 90939b77e0 [fix] debug zbv llama test; 2024-10-15 09:39:11 +00:00
Wang Binluo dcd41d0973
Merge pull request #6071 from wangbluo/ring_attention
[Ring Attention] fix the 2d ring attn when using multiple machine
2024-10-15 15:17:21 +08:00
duanjunwen 52dcc73313 Merge branch 'feature/zerobubble' of github.com:hpcaitech/ColossalAI into dev/zero_bubble 2024-10-15 06:31:45 +00:00
duanjunwen 9912cc8c07 [fix] fix bwd b; now bwd w only for Layer replaced by Linear1D_Col/Row; other layer perform a fully bwd; 2024-10-15 06:26:01 +00:00
wangbluo fd92789af2 fix 2024-10-15 13:26:44 +08:00
wangbluo 6be9862aaf fix 2024-10-15 11:56:49 +08:00
wangbluo 3dc08c8a5a fix 2024-10-15 11:01:34 +08:00
wangbluo 8ff7d0c780 fix 2024-10-14 18:16:03 +08:00
wangbluo 3201377e94 fix 2024-10-14 18:06:24 +08:00
wangbluo 23199e34cc fix 2024-10-14 18:01:53 +08:00
duanjunwen abd455189d [fix] fix test case; moe error in second iter 2024-10-14 07:38:02 +00:00
duanjunwen cfade4c36d [feat] Linear1D_COL/ROW support zbv WeightGradStore; 2024-10-14 07:02:43 +00:00
wangbluo 703bb5c18d fix the test 2024-10-11 17:34:20 +08:00
wangbluo 4e0e99bb6a fix the test 2024-10-11 17:31:40 +08:00
flybird11111 dac0e07b13
[zero bubble] support zero (#6080)
* fp8 operators for compressed communication

cast_to_fp8, cast_from_fp8, all_reduce_fp8

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* fix typo

* fix scaling algorithm in FP8 casting

* support fp8 communication in pipeline parallelism

* add fp8_communication flag in the script

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* shardformer fp8

* fix rebase

* remove all to all

* fix shardformer fp8 communication training degradation

* [fp8] support all-gather flat tensor (#5932)

* [fp8] add fp8 comm for low level zero

* [test] add zero fp8 test case

* [Feature] llama shardformer fp8 support (#5938)

* add llama shardformer fp8

* Llama Shardformer Parity

* fix typo

* fix all reduce

* fix pytest failure

* fix reduce op and move function to fp8.py

* fix typo

* [FP8] rebase main (#5963)

* add SimPO

* fix dataloader

* remove debug code

* add orpo

* fix style

* fix colossalai, transformers version

* fix colossalai, transformers version

* fix colossalai, transformers version

* fix torch colossalai version

* update transformers version

* [shardformer] DeepseekMoE support (#5871)

* [Feature] deepseek moe expert parallel implement

* [misc] fix typo, remove redundant file (#5867)

* [misc] fix typo

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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

* [misc] delete useless file

* [misc] fix typos

* [Deepseek] remove redundant code (#5888)

* [misc] fix typos

* [Feature] deepseek support via auto model, remove modeling file

* [misc] delete useless file

* [misc] fix typos

* [misc] remove redundant code

* [Feature/deepseek] resolve comment. (#5889)

* [misc] fix typos

* [Feature] deepseek support via auto model, remove modeling file

* [misc] delete useless file

* [misc] fix typos

* [misc] remove redundant code

* [misc] mv module replacement into if branch

* [misc] add some warning message and modify some code in unit test

* [misc] fix typos

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* [Hoxfix] Fix CUDA_DEVICE_MAX_CONNECTIONS for comm overlap

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

* [Feat] Diffusion Model(PixArtAlpha/StableDiffusion3) Support (#5838)

* Diffusion Model Inference support

* Stable Diffusion 3 Support

* pixartalpha support

* [HotFix] CI,import,requirements-test for #5838 (#5892)

* [Hot Fix] CI,import,requirements-test

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* [Feature] Enable PP + SP for llama (#5868)

* fix cross-PP-stage position id length diff bug

* fix typo

* fix typo

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* use a one cross entropy func for all shardformer models

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* [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

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

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* fix eval

* hotfix citation

* [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

* [devops] update compatibility ci

* [devops] update compatibility ci

* [devops] add debug

* [devops] add debug

* [devops] add debug

* [devops] add debug

* [devops] remove debug

* [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

* fix style, add kto data sample

* [Examples] Add lazy init to OPT and GPT examples (#5924)

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

* [ColossalChat] Hotfix for ColossalChat (#5910)

* add ignore and tiny llama

* fix path issue

* run style

* fix issue

* update bash

* add ignore and tiny llama

* fix path issue

* run style

* fix issue

* update bash

* fix ddp issue

* add Qwen 1.5 32B

* refactor tokenization

* [FIX BUG] UnboundLocalError: cannot access local variable 'default_conversation' where it is not associated with a value (#5931)

* cannot access local variable 'default_conversation' where it is not associated with a value

set default value for 'default_conversation'

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* fix test data

* refactor evaluation

* remove real data path

* remove real data path

* 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

* readme and requirement

* [zero] hotfix update master params (#5951)

* [release] update version (#5952)

* [Chat] Fix lora (#5946)

* fix merging

* remove filepath

* fix style

* Update README.md (#5958)

* [hotfix] Remove unused plan section (#5957)

* remove readme

* fix readme

* update

* [test] add mixtral for sequence classification

* [test] add mixtral transformer test

* [moe] fix plugin

* [test] mixtra pp shard test

* [chore] handle non member group

* [zero] solve hang

* [test] pass mixtral shardformer test

* [moe] implement transit between non moe tp and ep

* [zero] solve hang

* [misc] solve booster hang by rename the variable

* solve hang when parallel mode = pp + dp

* [moe] implement submesh initialization

* [moe] add mixtral dp grad scaling when not all experts are activated

* [chore] manually revert unintended commit

* [chore] trivial fix

* [chore] arg pass & remove drop token

* [test] add mixtral modelling test

* [moe] implement tp

* [moe] test deepseek

* [moe] clean legacy code

* [Feature] MoE Ulysses Support (#5918)

* moe sp support

* moe sp bug solve

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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)

* [moe] full test for deepseek and mixtral (pp + sp to fix)

* [chore] minor fix after rebase

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* [chore] solve moe ckpt test failure and some other arg pass failure

* [moe] remove ops

* [test] fix test: test_zero1_2

* [bug] fix: somehow logger hangs the program

* [moe] deepseek moe sp support

* [test] add check

* [deepseek] replace attn (a workaround for bug in transformers)

* [misc] skip redunant test

* [misc] remove debug/print code

* [moe] refactor mesh assignment

* 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

* [misc] remove useless condition

* [chore] docstring

* [moe] remove force_overlap_comm flag and add warning instead

* [doc] add MoeHybridParallelPlugin docstring

* [moe] solve dp axis issue

* [chore] remove redundant test case, print string & reduce test tokens

* [feat] Dist Loader for Eval (#5950)

* support auto distributed data loader

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* support auto distributed data loader

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

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* fix tp error

* remove unused parameters

* remove unused

* update inference

* update docs

* update inference

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* [lora] lora support hybrid parallel plugin (#5956)

* lora support hybrid plugin

* fix

* fix

* fix

* fix

* fp8 operators for compressed communication

cast_to_fp8, cast_from_fp8, all_reduce_fp8

* fix scaling algorithm in FP8 casting

* support fp8 communication in pipeline parallelism

* add fp8_communication flag in the script

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

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* fix typo

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

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* shardformer fp8

* fix rebase

* remove all to all

* fix shardformer fp8 communication training degradation

* [fp8] support all-gather flat tensor (#5932)

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

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* fix

* Update low_level_optim.py

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* [fp8]support all2all fp8 (#5953)

* support all2all fp8

* fix

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* fix

* fix

* fix

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* [fp8] add fp8 linear (#5967)

* [fp8] add fp8 linear

* [test] fix fp8 linear test condition

* [test] fix fp8 linear test condition

* [test] fix fp8 linear test condition

* [fp8] support fp8 amp for hybrid parallel plugin (#5975)

* [fp8] support fp8 amp for hybrid parallel plugin

* [test] add fp8 hook test

* [fp8] fix fp8 linear compatibility

* fix (#5976)

* [Feature]: support FP8 communication in DDP, FSDP, Gemini (#5928)

* 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

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* 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

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

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* add skip the test if torch < 2.2.0

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

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* 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

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* [test ci]Feature/fp8 comm (#5981)

* fix

* fix

* fix

* [fp8] support gemini plugin (#5978)

* [fp8] refactor hook

* [fp8] support gemini plugin

* [example] add fp8 option for llama benchmark

* [fp8] use torch compile (torch >= 2.3.0) (#5979)

* [fp8] use torch compile (torch >= 2.4.0)

* [fp8] set use_fast_accum in linear

* [chore] formal version check

* [chore] fix sig

* [fp8]Moe support fp8 communication (#5977)

* fix

* support moe fp8

* fix

* fix

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

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* fix

* fix

* fix

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

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* fix

* fix

* fix

fix

fi

* fix

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* fix

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* [fp8] support hybrid parallel plugin (#5982)

* support fp8 comm for qwen2 model

* support fp8 comm for qwen2 model

* support fp8 comm for qwen2 model

* fp8

* fix

* bert and bloom

* chatglm and command

* gpt2,gptj,bert, falcon,blip2

* mistral,opy,sam,t5,vit,whisper

* fix

* fix

* fix

* [fp8] refactor fp8 linear with compile (#5993)

* [fp8] refactor fp8 linear with compile

* [fp8] fix linear test

* [fp8] fix linear test

* [fp8] support asynchronous FP8 communication (#5997)

* fix

* fix

* fix

* support async all2all

* support async op for all gather

* fix

* fix

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

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* fix

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* [fp8] update torch.compile for linear_fp8 to >= 2.4.0 (#6004)

* [fp8] linear perf enhancement

* [fp8]update reduce-scatter test (#6002)

* fix

* fix

* fix

* fix

* [fp8] add use_fp8 option for MoeHybridParallelPlugin (#6009)

* [fp8] zero support fp8 linear. (#6006)

* fix

* fix

* fix

* zero fp8

* zero fp8

* Update requirements.txt

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

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* fix the merge

* fix the merge

* fix the merge

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

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* fix the merge

* fix

* fix

* fix the merge

* fix

* fix

* fix

* fix

* fix

* fix the merge

* fix

* fix

* fix

* fix

* [fp8] Merge feature/fp8_comm to main branch of Colossalai (#6016)

* add SimPO

* fix dataloader

* remove debug code

* add orpo

* fix style

* fix colossalai, transformers version

* fix colossalai, transformers version

* fix colossalai, transformers version

* fix torch colossalai version

* update transformers version

* [shardformer] DeepseekMoE support (#5871)

* [Feature] deepseek moe expert parallel implement

* [misc] fix typo, remove redundant file (#5867)

* [misc] fix typo

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

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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

* [misc] delete useless file

* [misc] fix typos

* [Deepseek] remove redundant code (#5888)

* [misc] fix typos

* [Feature] deepseek support via auto model, remove modeling file

* [misc] delete useless file

* [misc] fix typos

* [misc] remove redundant code

* [Feature/deepseek] resolve comment. (#5889)

* [misc] fix typos

* [Feature] deepseek support via auto model, remove modeling file

* [misc] delete useless file

* [misc] fix typos

* [misc] remove redundant code

* [misc] mv module replacement into if branch

* [misc] add some warning message and modify some code in unit test

* [misc] fix typos

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* [Hoxfix] Fix CUDA_DEVICE_MAX_CONNECTIONS for comm overlap

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

* [Feat] Diffusion Model(PixArtAlpha/StableDiffusion3) Support (#5838)

* Diffusion Model Inference support

* Stable Diffusion 3 Support

* pixartalpha support

* [HotFix] CI,import,requirements-test for #5838 (#5892)

* [Hot Fix] CI,import,requirements-test

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* [Feature] Enable PP + SP for llama (#5868)

* fix cross-PP-stage position id length diff bug

* fix typo

* fix typo

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

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* use a one cross entropy func for all shardformer models

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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

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2024-10-11 14:14:05 +08:00
Hongxin Liu dc2cdaf3e8
[shardformer] optimize seq parallelism (#6086)
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2024-10-11 13:44:40 +08:00
duanjunwen e234dfa236 [feat] support MixtralPipelineForwards--> mixtral_for_causal_lm_forward for zbv 2024-10-10 06:57:35 +00:00
Hongxin Liu 646b3c5a90
[shardformer] fix linear 1d row and support uneven splits for fused qkv linear (#6084)
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2024-10-10 14:34:45 +08:00
duanjunwen f4d023ca6e Merge branch 'feature/zerobubble' of github.com:hpcaitech/ColossalAI into dev/zero_bubble 2024-10-08 08:13:17 +00:00
flybird11111 295dd2d9fe
[zerobubble] rebase main (#6075)
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* fix style

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* [release] update version (#6062)

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2024-10-08 15:58:00 +08:00
duanjunwen 5c8bbf63a8 [feat] update optimizer bwd; ä¸ 2024-09-29 09:59:41 +00:00
duanjunwen d63479553c [feat] zerobubble support moehybridplugin; 2024-09-29 08:33:55 +00:00
flybird11111 af6aa9ed06
[plugin] hybrid support zero bubble pipeline (#6060)
* hybrid support zbv

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* [fix] fix weight not close;

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---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: duanjunwen <935724073@qq.com>
2024-09-27 14:48:55 +08:00
duanjunwen bb0390c90d [fix] remove duplicate arg; rm comments; 2024-09-26 09:45:44 +00:00
duanjunwen c5503b0d80 [fix] fix test_pipeline_utils ci; 2024-09-26 07:18:16 +00:00
duanjunwen 45f17fc6cc [fix] rm comments; 2024-09-26 06:13:56 +00:00
duanjunwen a92e16719b [fix] fix zerobubble; support shardformer model type; 2024-09-26 06:11:56 +00:00
duanjunwen fc8b016887 [fix] fix stage_indices; 2024-09-25 06:15:45 +00:00
duanjunwen a875212a42 [fix] fix ci --> oom in 4096 hidden dim; 2024-09-23 05:55:16 +00:00