6af6d6fc9f
[shardformer] support bias_gelu_jit_fused for models ( #5647 )
...
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2024-04-29 15:33:51 +08:00
7f8b16635b
[misc] refactor launch API and tensor constructor ( #5666 )
...
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2024-04-29 10:40:11 +08:00
91fa553775
[Feature] qlora support ( #5586 )
...
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2024-04-28 10:51:27 +08:00
8954a0c2e2
[LowLevelZero] low level zero support lora ( #5153 )
...
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Update low_level_zero_plugin.py
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2024-04-28 10:51:27 +08:00
14b0d4c7e5
[lora] add lora APIs for booster, support lora for TorchDDP ( #4981 )
...
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2024-04-28 10:51:27 +08:00
c1594e4bad
[devops] fix release docker ci ( #5665 )
2024-04-27 19:11:57 +08:00
4cfbf30a5e
[release] update version ( #5654 )
2024-04-27 18:59:47 +08:00
68ec99e946
[hotfix] add soft link to support required files ( #5661 )
2024-04-26 21:12:04 +08:00
b8a711aa2d
[news] llama3 and open-sora v1.1 ( #5655 )
...
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2024-04-26 15:36:37 +08:00
2082852f3f
[lazyinit] skip whisper test ( #5653 )
2024-04-26 14:03:12 +08:00
8b7d535977
fix gptj ( #5652 )
2024-04-26 11:52:27 +08:00
1b387ca9fe
[shardformer] refactor pipeline grad ckpt config ( #5646 )
...
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2024-04-25 15:19:30 +08:00
7ef91606e1
[Fix]: implement thread-safety singleton to avoid deadlock for very large-scale training scenarios ( #5625 )
...
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2024-04-25 14:45:52 +08:00
bbb2c21f16
[shardformer] fix chatglm implementation ( #5644 )
...
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2024-04-25 14:41:17 +08:00
5d88ef1aaf
[shardformer] remove useless code ( #5645 )
2024-04-25 13:46:39 +08:00
148506c828
[coloattention]modify coloattention ( #5627 )
...
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fxi
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2024-04-25 10:47:14 +08:00
7ee569b05f
[hotfix] Fixed fused layernorm bug without apex ( #5609 )
...
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2024-04-24 23:04:06 +08:00
0d0a582033
[shardformer] update transformers ( #5583 )
...
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---------
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* merge with main
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---------
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [shardformer] fix pipeline grad ckpt (#5620 )
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* [test] fix llama test (#5638 )
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---------
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* [shardformer]support pipeline parallelism for mistral. (#5642 )
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* [Feature] Support LLaMA-3 CPT and ST (#5619 )
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* [exampe] update llama example (#5626 )
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---------
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
---------
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Camille Zhong <44392324+Camille7777@users.noreply.github.com>
Co-authored-by: Edenzzzz <wenxuan.tan@wisc.edu>
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
Co-authored-by: flybird11111 <1829166702@qq.com>
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
2024-04-24 22:51:50 +08:00
f4c5aafe29
[example] llama3 ( #5631 )
...
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2024-04-23 18:48:07 +08:00
4de4e31818
[exampe] update llama example ( #5626 )
...
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2024-04-23 14:12:20 +08:00
862fbaaa62
[Feature] Support LLaMA-3 CPT and ST ( #5619 )
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2024-04-23 13:54:05 +08:00
e094933da1
[shardformer] fix pipeline grad ckpt ( #5620 )
...
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2024-04-22 11:25:39 +08:00
d83c633ca6
[hotfix] Fix examples no pad token & auto parallel codegen bug; ( #5606 )
...
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---------
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
2024-04-18 18:15:50 +08:00
a0ad587c24
[shardformer] refactor embedding resize ( #5603 )
...
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---------
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
* [CI] run pre-commit (#5577 )
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---------
Co-authored-by: Hongxin Liu <lhx0217@gmail.com>
Co-authored-by: digger yu <digger-yu@outlook.com>
Co-authored-by: binmakeswell <binmakeswell@gmail.com>
* [rebase] rebase main to resize-embedding (#5581 )
* [release] grok-1 314b inference (#5490 )
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* [release] grok-1 inference
* [example] update Grok-1 inference (#5495 )
* revise grok-1 example
* remove unused arg in scripts
* prevent re-installing torch
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* revert modifying colossalai requirements
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* add tokenizer url
* [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
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* [release] grok-1 inference benchmark
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* [shardformer]Fix lm parallel. (#5480 )
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padding vocab_size when using pipeline parallellism
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* [devops] fix example test ci (#5504 )
* Fix ColoTensorSpec for py11 (#5440 )
* fixed layout converter caching and updated tester
* Empty-Commit
* [shardformer] update colo attention to support custom mask (#5510 )
* [feature] refactor colo attention (#5462 )
* [extension] update api
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* [feature] update sdpa
* [feature] update npu attention
* [feature] update flash-attn
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* [shardformer] update modeling to fit colo attention (#5465 )
* [misc] refactor folder structure
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* [devops] update tensornvme install
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Co-authored-by: github-actions <github-actions@github.com>
* [shardformer] fix pipeline forward error if custom layer distribution is used (#5189 )
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---------
Co-authored-by: Wenhao Chen <cwher@outlook.com>
* [Fix] Grok-1 use tokenizer from the same pretrained path (#5532 )
* [fix] use tokenizer from the same pretrained path
* trust remote code
* [ColossalChat] Update RLHF V2 (#5286 )
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---------
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
* [shardformer, pipeline] add `gradient_checkpointing_ratio` and heterogenous shard policy for llama (#5508 )
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [shardformer] Sequence Parallelism Optimization (#5533 )
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---------
Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
* fix bugs when useing sp and flashattention together
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* loose tensor checking atol and rtol
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* sequence parallel: inside text split
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---------
Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
* [hotfix] quick fixes to make legacy tutorials runnable (#5559 )
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [fix] fix typo s/muiti-node /multi-node etc. (#5448 )
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* [shardformer]enable padding vocabulary size. (#5489 )
* padding vocab_size when using pipeline parallellism
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* vocab checkpointio
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2024-04-18 16:10:18 +08:00
3788fefc7a
[zero] support multiple (partial) backward passes ( #5596 )
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* [zero] support multiple (partial) backward passes
* [misc] update requirements
2024-04-16 17:49:21 +08:00
89049b0d89
[doc] fix ColossalMoE readme ( #5599 )
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* fix readme
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2024-04-15 18:06:18 +08:00
641b1ee71a
[devops] remove post commit ci ( #5566 )
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* [devops] remove post commit ci
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2024-04-08 15:09:40 +08:00
341263df48
[hotfix] fix typo s/get_defualt_parser /get_default_parser ( #5548 )
2024-04-07 19:04:58 +08:00
a799ca343b
[fix] fix typo s/muiti-node /multi-node etc. ( #5448 )
2024-04-07 18:42:15 +08:00
15055f9a36
[hotfix] quick fixes to make legacy tutorials runnable ( #5559 )
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2024-04-07 12:06:27 +08:00
8e412a548e
[shardformer] Sequence Parallelism Optimization ( #5533 )
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* sequence parallel optimization
* validate sequence parallel in llama (code to be polished)
* shardformer api writing
* integrate sequence parallel in ShardFormer
* fix pp bugs and sp bugs for LlaMa model
* integrating ring-based sequence parallelism into ShardFormer
* [sequence parallelism]: Add fused megatron function
* integrating ring-based sequence parallelism into ShardFormer
---------
Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
* fix bugs when useing sp and flashattention together
* fix operation function name
* support flash attention for ulysses-style sp
* clarify sp process group
* fix compatibility bugs in moe plugin
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* fix linear layer test
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* support megtron-style sp and distributed attn for llama model
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* support llama7B 128k with distributed attention
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* using all_to_all_single when batch size is 1
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* support llama7B 128k with distributed attention
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* fix sp compatability
* refactor ring implementation
* support mode 2 sp in gpt2
* polish code
* enable distributed attn mask when using sp mode 2 and 3 in llama
* automatically enable flash attn when using sp mode 2 and 3 in llama
* inplace attn mask
* add zero2 support for sequence parallel
* polish code
* fix bugs
* fix gemini checkpoint io
* loose tensor checking atol and rtol
* add comment
* fix llama layernorm grad
* fix zero grad
* fix zero grad
* fix conflict
* update split and gather auto grad func
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Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
2024-04-03 17:15:47 +08:00
7e0ec5a85c
fix incorrect sharding without zero ( #5545 )
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
2024-04-02 20:11:18 +08:00
e614aa34f3
[shardformer, pipeline] add `gradient_checkpointing_ratio` and heterogenous shard policy for llama ( #5508 )
...
* feat: add `GradientCheckpointConfig` and `PipelineGradientCheckpointConfig`
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2024-04-01 11:34:58 +08:00
df5e9c53cf
[ColossalChat] Update RLHF V2 ( #5286 )
...
* Add dpo. Fix sft, ppo, lora. Refactor all
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Co-authored-by: Tong Li <tong.li352711588@gmail.com>
2024-03-29 14:12:29 +08:00
36c4bb2893
[Fix] Grok-1 use tokenizer from the same pretrained path ( #5532 )
...
* [fix] use tokenizer from the same pretrained path
* trust remote code
2024-03-28 16:30:04 +08:00
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>
2024-03-27 13:57:00 +08:00
e6707a6e8d
[format] applied code formatting on changed files in pull request 5510 ( #5517 )
...
Co-authored-by: github-actions <github-actions@github.com>
2024-03-27 11:21:03 +08:00
19e1a5cf16
[shardformer] update colo attention to support custom mask ( #5510 )
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* [feature] refactor colo attention (#5462 )
* [extension] update api
* [feature] add colo attention
* [feature] update sdpa
* [feature] update npu attention
* [feature] update flash-attn
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* [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
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* [shardformer] update whisper
* [test] fix shardformer tests (#5514 )
* [test] fix shardformer tests
* [test] fix shardformer tests
2024-03-27 11:19:32 +08:00
9a3321e9f4
Merge pull request #5515 from Edenzzzz/fix_layout_convert
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Fix layout convertor caching
2024-03-26 19:51:02 +08:00
18edcd5368
Empty-Commit
2024-03-26 19:50:41 +08:00
61da3fbc52
fixed layout converter caching and updated tester
2024-03-26 17:22:27 +08:00
cbe34c557c
Fix ColoTensorSpec for py11 ( #5440 )
2024-03-26 15:56:49 +08:00
a7790a92e8
[devops] fix example test ci ( #5504 )
2024-03-26 15:09:05 +08:00
131f32a076
[fix] fix grok-1 example typo ( #5506 )
2024-03-26 10:19:42 +08:00
0688d92e2d
[shardformer]Fix lm parallel. ( #5480 )
...
* fix
* padding vocab_size when using pipeline parallellism
padding vocab_size when using pipeline parallellism
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* fix
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fix
* fix gather output
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fix resize embedding
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2024-03-25 17:21:51 +08:00
34e909256c
[release] grok-1 inference benchmark ( #5500 )
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* [release] grok-1 inference benchmark
* [release] grok-1 inference benchmark
* [release] grok-1 inference benchmark
* [release] grok-1 inference benchmark
* [release] grok-1 inference benchmark
2024-03-25 14:42:51 +08:00
bb0a668fee
[hotfix] set return_outputs=False in examples and polish code ( #5404 )
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* fix: simplify merge_batch
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* feat: add return_outputs warning
* style: remove `return_outputs=False` as it is the default value
2024-03-25 12:31:09 +08:00
5fcd7795cd
[example] update Grok-1 inference ( #5495 )
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* add tokenizer url
2024-03-24 20:24:11 +08:00
6df844b8c4
[release] grok-1 314b inference ( #5490 )
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* [release] grok-1 inference
* [release] grok-1 inference
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2024-03-22 15:48:12 +08:00
848a574c26
[example] add grok-1 inference ( #5485 )
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* [misc] add submodule
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2024-03-21 18:07:22 +08:00
flybird11111