mirror of https://github.com/hpcaitech/ColossalAI
pre-commit-ci-update-config
ckpt_api
main
support-npu
feature/zerobubble
feature/async-io
ckpt
supercooledith-patch-1
flybird11111-patch-1
ColossalChat
colossalchat
moe_sp
dev/zero-offload
colossalchat_upgrade
fix-setup
feature/colossal-infer
fix/format
feat/online-serving
feature/lora
llama3
feat/speculative-decoding
hotfix/kernel_build_before_load
feat/moe
refactor/inference
feature/inference-refactor
hotfix/example_test
cloud/coati
feature/2-stage
feature/stable-diffusion
develop
feature/elixir
dev/gpt2_metainfo_patch
v0.0.1-beta
v0.0.2
v0.1.0
v0.1.1
v0.1.10
v0.1.11rc1
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${ noResults }
12 Commits (d4a436051d4827795f6f36e2a62dbbcc5fc4890f)
| Author | SHA1 | Message | Date |
|---|---|---|---|
Hongxin Liu
|
a2596519fd
|
[zero] support extra dp (#6123)
* [zero] support extra dp * [zero] update checkpoint * fix bugs * fix bugs |
2 weeks ago |
|
flybird11111
|
0c10afd372
|
[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
* [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>
* [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
---------
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
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
---------
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
* fix typo
* fix typo
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* use a one cross entropy func for all shardformer models
---------
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
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* 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'
* [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>
* 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
* [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>
* 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
* [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>
* [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
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* [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
|
4 months ago |
|
ver217
|
91e596d017 |
[test] add zero fp8 test case
|
4 months ago |
|
Haze188
|
416580b314
|
[MoE/ZeRO] Moe refactor with zero refactor (#5821)
* [moe] removed openmoe-coupled code and rectify mixstral code (#5471) * [Feauture] MoE refractor; Intergration with Mixtral (#5682) * cherry pick from refractor-moe branch * tests passed * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * support ep + zero --------- Co-authored-by: Edenzzzz <wtan45@wisc.edu> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * add mixtral auto policy & move pipeline forward code to modeling folder * [moe refactor] modify kernel test without Route Class * [moe refactor] add moe tensor test path environment variable to github workflow * fix typos * fix moe test bug due to the code rebase * [moe refactor] fix moe zero test, and little bug in low level zero * fix typo * add moe tensor path to github workflow * remove some useless code * fix typo & unify global variable XX_AXIS logic without using -1 * fix typo & prettifier the code * remove print code & support zero 2 test * remove useless code * reanme function * fix typo * fix typo * Further improve the test code * remove print code * [moe refactor] change test model from fake moe model to mixtral moe layer and remove useless test * [moe refactor] skip some unit test which will be refactored later * [moe refactor] fix unit import error * [moe refactor] fix circular import issues * [moe refactor] remove debug code * [moe refactor] update github workflow * [moe/zero] refactor low level optimizer (#5767) * [zero] refactor low level optimizer * [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> * [Feature] MoE refactor with newest version of ZeRO (#5801) * [zero] remove redundant members in BucketStore (#5802) * [zero] align api with previous version * [Moe/Zero] Update MoeHybridParallelPlugin with refactored ZeRO and Fix Zero bug (#5819) * [moe refactor] update unit test with the refactored ZeRO and remove useless test * move moe checkpoint to checkpoint folder and exchange global axis to class member * update moe hybrid parallel plugin with newest version of zero & fix zero working/master params bug * fix zero unit test * Add an assertion to prevent users from using it incorrectly * [hotfix]Solve the compatibility issue of zero refactor (#5823) * [moe refactor] update unit test with the refactored ZeRO and remove useless test * move moe checkpoint to checkpoint folder and exchange global axis to class member * update moe hybrid parallel plugin with newest version of zero & fix zero working/master params bug * fix zero unit test * Add an assertion to prevent users from using it incorrectly * Modify function parameter names to resolve compatibility issues * [zero] fix missing hook removal (#5824) * [MoE] Resolve .github conflict (#5829) * [Fix/Example] Fix Llama Inference Loading Data Type (#5763) * [fix/example] fix llama inference loading dtype * revise loading dtype of benchmark llama3 * [release] update version (#5752) * [release] update version * [devops] update compatibility test * [devops] update compatibility test * [devops] update compatibility test * [devops] update compatibility test * [test] fix ddp plugin test * [test] fix gptj and rpc test * [devops] fix cuda ext compatibility * [inference] fix flash decoding test * [inference] fix flash decoding test * fix (#5765) * [test] Fix/fix testcase (#5770) * [fix] branch for fix testcase; * [fix] fix test_analyzer & test_auto_parallel; * [fix] remove local change about moe; * [fix] rm local change moe; * [Hotfix] Add missing init file in inference.executor (#5774) * [CI/tests] simplify some test case to reduce testing time (#5755) * [ci/tests] simplify some test case to reduce testing time * [ci/tests] continue to remove test case to reduce ci time cost * restore some test config * [ci/tests] continue to reduce ci time cost * [misc] update dockerfile (#5776) * [misc] update dockerfile * [misc] update dockerfile * [devops] fix docker ci (#5780) * [Inference]Add Streaming LLM (#5745) * Add Streaming LLM * add some parameters to llama_generation.py * verify streamingllm config * add test_streamingllm.py * modified according to the opinions of review * add Citation * change _block_tables tolist * [hotfix] fix llama flash attention forward (#5777) * [misc] Accelerate CI for zero and dist optim (#5758) * remove fp16 from lamb * remove d2h copy in checking states --------- Co-authored-by: Edenzzzz <wtan45@wisc.edu> * [Test/CI] remove test cases to reduce CI duration (#5753) * [test] smaller gpt2 test case * [test] reduce test cases: tests/test_zero/test_gemini/test_zeroddp_state_dict.py * [test] reduce test cases: tests/test_zero/test_gemini/test_grad_accum.py * [test] reduce test cases tests/test_zero/test_gemini/test_optim.py * Revert "[test] smaller gpt2 test case" Some tests might depend on the size of model (num of chunks) This reverts commit |
5 months ago |
|
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 for more information, see https://pre-commit.ci * [devops] fix doc test ci * [test] fix test launch * [doc] update launch doc --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> |
7 months ago |
|
Zhongkai Zhao
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c7aa319ba0
|
[test] add no master test for low level zero plugin (#4934)
|
1 year ago |
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Hongxin Liu
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079bf3cb26
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[misc] update pre-commit and run all files (#4752)
* [misc] update pre-commit * [misc] run pre-commit * [misc] remove useless configuration files * [misc] ignore cuda for clang-format |
1 year ago |
|
LuGY
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d86ddd9b29
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[hotfix] fix unsafe async comm in zero (#4404)
* improve stablility of zero * fix wrong index * add record stream |
1 year ago |
|
LuGY
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c6ab96983a |
[zero] refactor low level zero for shard evenly (#4030)
* refactor low level zero * fix zero2 and support cpu offload * avg gradient and modify unit test * refactor grad store, support layer drop * refactor bucket store, support grad accumulation * fix and update unit test of zero and ddp * compatible with tp, ga and unit test * fix memory leak and polish * add zero layer drop unittest * polish code * fix import err in unit test * support diffenert comm dtype, modify docstring style * polish code * test padding and fix * fix unit test of low level zero * fix pad recording in bucket store * support some models * polish |
1 year ago |
|
Hongxin Liu
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ae02d4e4f7
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[bf16] add bf16 support (#3882)
* [bf16] add bf16 support for fused adam (#3844) * [bf16] fused adam kernel support bf16 * [test] update fused adam kernel test * [test] update fused adam test * [bf16] cpu adam and hybrid adam optimizers support bf16 (#3860) * [bf16] implement mixed precision mixin and add bf16 support for low level zero (#3869) * [bf16] add mixed precision mixin * [bf16] low level zero optim support bf16 * [text] update low level zero test * [text] fix low level zero grad acc test * [bf16] add bf16 support for gemini (#3872) * [bf16] gemini support bf16 * [test] update gemini bf16 test * [doc] update gemini docstring * [bf16] add bf16 support for plugins (#3877) * [bf16] add bf16 support for legacy zero (#3879) * [zero] init context support bf16 * [zero] legacy zero support bf16 * [test] add zero bf16 test * [doc] add bf16 related docstring for legacy zero |
2 years ago |
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Frank Lee
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80eba05b0a
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[test] refactor tests with spawn (#3452)
* [test] added spawn decorator * polish code * polish code * polish code * polish code * polish code * polish code |
2 years ago |
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ver217
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933048ad3e
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[test] reorganize zero/gemini tests (#3445)
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2 years ago |