Wang Binluo
eea37da6fa
[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
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
* [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
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'
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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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---------
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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
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
---------
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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
* [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 2f9bce6686#5950 )
* support auto distributed data loader
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* 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
---------
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 )
* lora support hybrid plugin
* fix
* fix
* fix
* fix
* Support overall loss, update KTO logging
* [Docs] clarify launch port
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Hotfix] README link (#5966 )
* update ignore
* update readme
* run style
* update readme
* [Hotfix] Avoid fused RMSnorm import error without apex (#5985 )
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Chat] fix readme (#5989 )
* fix readme
* fix readme, tokenization fully tested
* fix readme, tokenization fully tested
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* fix sync condition (#6000 )
* [plugin] add cast inputs option for zero (#6003 )
* [pre-commit.ci] pre-commit autoupdate (#5995 )
updates:
- [github.com/psf/black-pre-commit-mirror: 24.4.2 → 24.8.0](https://github.com/psf/black-pre-commit-mirror/compare/24.4.2...24.8.0 )
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
* 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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* unified cross entropy func for all shardformer models
* remove redundant lines
* add basic ring attn; debug cross entropy
* fwd bwd logic complete
* fwd bwd logic complete; add experimental triton rescale
* precision tests passed
* precision tests passed
* fix typos and remove misc files
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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* add sp_mode to benchmark; fix varlen interface
* update softmax_lse shape by new interface
* change tester name
* remove buffer clone; support packed seq layout
* add varlen tests
* fix typo
* all tests passed
* add dkv_group; fix mask
* remove debug statements
---------
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 )
* [misc] update compatibility
* [misc] update requirements
* [devops] disable requirements cache
* [test] fix torch ddp test
* [test] fix rerun on address in use
* [test] fix lazy init
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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* fix the merge
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* overlap kv comm with output rescale (#6017 )
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* fix the merge
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* fix the merge
* fix
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* [misc] Use dist logger in plugins (#6011 )
* use dist logger in plugins
* remove trash
* print on rank 0
---------
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* fix
* fix
* fix
* fix
* fix the merge
* fix
* fix
* fix
* fix
---------
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Co-authored-by: Haze188 <haze188@qq.com>
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2024-08-22 09:21:34 +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
for more information, see https://pre-commit.ci
* [devops] fix doc test ci
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2024-04-29 10:40:11 +08:00
digger yu
bce9499ed3
fix some typo ( #5307 )
2024-01-25 13:56:27 +08:00
digger yu
fd3567e089
[nfc] fix typo in docs/ ( #4972 )
2023-11-21 22:06:20 +08:00
ppt0011
335cb105e2
[doc] add supported feature diagram for hybrid parallel plugin ( #4996 )
2023-10-31 19:56:42 +08:00
digger yu
11009103be
[nfc] fix some typo with colossalai/ docs/ etc. ( #4920 )
2023-10-18 15:44:04 +08:00
Zhongkai Zhao
db40e086c8
[test] modify model supporting part of low_level_zero plugin (including correspoding docs)
2023-10-05 15:10:31 +08:00
Hongxin Liu
da15fdb9ca
[doc] add lazy init docs ( #4808 )
2023-09-27 10:24:04 +08:00
Baizhou Zhang
64a08b2dc3
[checkpointio] support unsharded checkpointIO for hybrid parallel ( #4774 )
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* support unsharded saving/loading for model
* support optimizer unsharded saving
* update doc
* support unsharded loading for optimizer
* small fix
2023-09-26 10:58:03 +08:00
Hongxin Liu
66f3926019
[doc] clean up outdated docs ( #4765 )
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* [doc] clean up outdated docs
* [doc] fix linking
* [doc] fix linking
2023-09-21 11:36:20 +08:00
Pengtai Xu
4d7537ba25
[doc] put native colossalai plugins first in description section
2023-09-20 09:24:10 +08:00
Pengtai Xu
e10d9f087e
[doc] add model examples for each plugin
2023-09-19 18:01:23 +08:00
Pengtai Xu
a04337bfc3
[doc] put individual plugin explanation in front
2023-09-19 16:27:37 +08:00
Pengtai Xu
10513f203c
[doc] explain suitable use case for each plugin
2023-09-19 15:50:14 +08:00
Hongxin Liu
b5f9e37c70
[legacy] clean up legacy code ( #4743 )
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* [legacy] remove outdated codes of pipeline (#4692 )
* [legacy] remove cli of benchmark and update optim (#4690 )
* [legacy] remove cli of benchmark and update optim
* [doc] fix cli doc test
* [legacy] fix engine clip grad norm
* [legacy] remove outdated colo tensor (#4694 )
* [legacy] remove outdated colo tensor
* [test] fix test import
* [legacy] move outdated zero to legacy (#4696 )
* [legacy] clean up utils (#4700 )
* [legacy] clean up utils
* [example] update examples
* [legacy] clean up amp
* [legacy] fix amp module
* [legacy] clean up gpc (#4742 )
* [legacy] clean up context
* [legacy] clean core, constants and global vars
* [legacy] refactor initialize
* [example] fix examples ci
* [example] fix examples ci
* [legacy] fix tests
* [example] fix gpt example
* [example] fix examples ci
* [devops] fix ci installation
* [example] fix examples ci
2023-09-18 16:31:06 +08:00
Baizhou Zhang
d151dcab74
[doc] explaination of loading large pretrained models ( #4741 )
2023-09-15 21:04:07 +08:00
Baizhou Zhang
f911d5b09d
[doc] Add user document for Shardformer ( #4702 )
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* create shardformer doc files
* add docstring for seq-parallel
* update ShardConfig docstring
* add links to llama example
* add outdated massage
* finish introduction & supporting information
* finish 'how shardformer works'
* finish shardformer.md English doc
* fix doctest fail
* add Chinese document
2023-09-15 10:56:39 +08:00
Baizhou Zhang
1d454733c4
[doc] Update booster user documents. ( #4669 )
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* update booster_api.md
* update booster_checkpoint.md
* update booster_plugins.md
* move transformers importing inside function
* fix Dict typing
* fix autodoc bug
* small fix
2023-09-12 10:47:23 +08:00
Hongxin Liu
554aa9592e
[legacy] move communication and nn to legacy and refactor logger ( #4671 )
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* [legacy] move communication to legacy (#4640 )
* [legacy] refactor logger and clean up legacy codes (#4654 )
* [legacy] make logger independent to gpc
* [legacy] make optim independent to registry
* [legacy] move test engine to legacy
* [legacy] move nn to legacy (#4656 )
* [legacy] move nn to legacy
* [checkpointio] fix save hf config
* [test] remove useledd rpc pp test
* [legacy] fix nn init
* [example] skip tutorial hybriad parallel example
* [devops] test doc check
* [devops] test doc check
2023-09-11 16:24:28 +08:00
Hongxin Liu
89fe027787
[legacy] move trainer to legacy ( #4545 )
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* [legacy] move trainer to legacy
* [doc] update docs related to trainer
* [test] ignore legacy test
2023-09-05 21:53:10 +08:00
Baizhou Zhang
c6f6005990
[checkpointio] Sharded Optimizer Checkpoint for Gemini Plugin ( #4302 )
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* sharded optimizer checkpoint for gemini plugin
* modify test to reduce testing time
* update doc
* fix bug when keep_gatherd is true under GeminiPlugin
2023-07-21 14:39:01 +08:00
Jianghai
711e2b4c00
[doc] update and revise some typos and errs in docs ( #4107 )
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* fix some typos and problems in doc
* fix some typos and problems in doc
* add doc test
2023-06-28 19:30:37 +08:00
wukong1992
3229f93e30
[booster] add warning for torch fsdp plugin doc ( #3833 )
2023-05-25 14:00:02 +08:00
digger yu
e90fdb1000
fix typo docs/
2023-05-24 13:57:43 +08:00
Hongxin Liu
19d153057e
[doc] add warning about fsdp plugin ( #3813 )
2023-05-23 17:16:10 +08:00
Yanjia0
d9393b85f1
[doc] add deprecated warning on doc Basics section ( #3754 )
...
* Update colotensor_concept.md
* Update configure_parallelization.md
* Update define_your_config.md
* Update engine_trainer.md
* Update initialize_features.md
* Update model_checkpoint.md
* Update colotensor_concept.md
* Update configure_parallelization.md
* Update define_your_config.md
* Update engine_trainer.md
* Update initialize_features.md
* Update model_checkpoint.md
2023-05-22 11:12:53 +08:00
Hongxin Liu
72688adb2f
[doc] add booster docstring and fix autodoc ( #3789 )
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* [doc] add docstr for booster methods
* [doc] fix autodoc
2023-05-22 10:56:47 +08:00
Hongxin Liu
60e6a154bc
[doc] add tutorial for booster checkpoint ( #3785 )
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* [doc] add checkpoint related docstr for booster
* [doc] add en checkpoint doc
* [doc] add zh checkpoint doc
* [doc] add booster checkpoint doc in sidebar
* [doc] add cuation about ckpt for plugins
* [doc] add doctest placeholder
* [doc] add doctest placeholder
* [doc] add doctest placeholder
2023-05-19 18:05:08 +08:00
Hongxin Liu
21e29e2212
[doc] add tutorial for booster plugins ( #3758 )
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* [doc] add en booster plugins doc
* [doc] add booster plugins doc in sidebar
* [doc] add zh booster plugins doc
* [doc] fix zh booster plugin translation
* [doc] reoganize tutorials order of basic section
* [devops] force sync to test ci
2023-05-19 12:12:42 +08:00
jiangmingyan
d449525acf
[doc] update booster tutorials ( #3718 )
...
* [booster] update booster tutorials#3717
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, update setup doc
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, rename colossalai booster.md
* [booster] update booster tutorials#3717, fix
* [booster] update booster tutorials#3717, fix
* [booster] update tutorials#3717, update booster api doc
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, modify file
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3717, fix reference link
* [booster] update tutorials#3713
* [booster] update tutorials#3713, modify file
2023-05-18 11:41:56 +08:00
digger-yu
b9a8dff7e5
[doc] Fix typo under colossalai and doc( #3618 )
...
* Fixed several spelling errors under colossalai
* Fix the spelling error in colossalai and docs directory
* Cautious Changed the spelling error under the example folder
* Update runtime_preparation_pass.py
revert autograft to autograd
* Update search_chunk.py
utile to until
* Update check_installation.py
change misteach to mismatch in line 91
* Update 1D_tensor_parallel.md
revert to perceptron
* Update 2D_tensor_parallel.md
revert to perceptron in line 73
* Update 2p5D_tensor_parallel.md
revert to perceptron in line 71
* Update 3D_tensor_parallel.md
revert to perceptron in line 80
* Update README.md
revert to resnet in line 42
* Update reorder_graph.py
revert to indice in line 7
* Update p2p.py
revert to megatron in line 94
* Update initialize.py
revert to torchrun in line 198
* Update routers.py
change to detailed in line 63
* Update routers.py
change to detailed in line 146
* Update README.md
revert random number in line 402
2023-04-26 11:38:43 +08:00
Frank Lee
80eba05b0a
[test] refactor tests with spawn ( #3452 )
...
* [test] added spawn decorator
* polish code
* polish code
* polish code
* polish code
* polish code
* polish code
2023-04-06 14:51:35 +08:00
Frank Lee
85b2303b55
[doc] migrate the markdown files ( #2652 )
2023-02-09 14:21:38 +08:00
