a8408b4d31
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7 months ago
ca56b93d83
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7 months ago
108ddfb795
add parallel_output for the opt model
7 months ago
88f057ce7c
[pre-commit.ci] auto fixes from pre-commit.com hooks
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7 months ago
2632916329
remove useless code
7 months ago
9efc79ef24
add parallel output for mistral model
7 months ago
d3f34ee8cc
[Shardformer] add assert for num of attention heads divisible by tp_size ( #5670 )
...
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---------
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7 months ago
6af6d6fc9f
[shardformer] support bias_gelu_jit_fused for models ( #5647 )
...
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7 months ago
7f8b16635b
[misc] refactor launch API and tensor constructor ( #5666 )
...
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7 months ago
91fa553775
[Feature] qlora support ( #5586 )
...
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---------
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7 months ago
8954a0c2e2
[LowLevelZero] low level zero support lora ( #5153 )
...
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7 months ago
14b0d4c7e5
[lora] add lora APIs for booster, support lora for TorchDDP ( #4981 )
...
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7 months ago
c1594e4bad
[devops] fix release docker ci ( #5665 )
7 months ago
4cfbf30a5e
[release] update version ( #5654 )
7 months ago
68ec99e946
[hotfix] add soft link to support required files ( #5661 )
7 months ago
b8a711aa2d
[news] llama3 and open-sora v1.1 ( #5655 )
...
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7 months ago
2082852f3f
[lazyinit] skip whisper test ( #5653 )
7 months ago
8b7d535977
fix gptj ( #5652 )
7 months ago
1b387ca9fe
[shardformer] refactor pipeline grad ckpt config ( #5646 )
...
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7 months ago
7ef91606e1
[Fix]: implement thread-safety singleton to avoid deadlock for very large-scale training scenarios ( #5625 )
...
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7 months ago
bbb2c21f16
[shardformer] fix chatglm implementation ( #5644 )
...
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7 months ago
5d88ef1aaf
[shardformer] remove useless code ( #5645 )
7 months ago
148506c828
[coloattention]modify coloattention ( #5627 )
...
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fxi
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7 months ago
7ee569b05f
[hotfix] Fixed fused layernorm bug without apex ( #5609 )
...
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7 months ago
0d0a582033
[shardformer] update transformers ( #5583 )
...
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* [zero] support multiple (partial) backward passes (#5596 )
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---------
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* merge with main
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* [hotfix] Fix examples no pad token & auto parallel codegen bug; (#5606 )
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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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* [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>
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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>
7 months ago
f4c5aafe29
[example] llama3 ( #5631 )
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7 months ago
4de4e31818
[exampe] update llama example ( #5626 )
...
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7 months ago
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>
7 months ago
e094933da1
[shardformer] fix pipeline grad ckpt ( #5620 )
...
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7 months ago
d83c633ca6
[hotfix] Fix examples no pad token & auto parallel codegen bug; ( #5606 )
...
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---------
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
7 months ago
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>
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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 )
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* revise grok-1 example
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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
* [release] grok-1 inference benchmark (#5500 )
* [release] grok-1 inference benchmark
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* [release] grok-1 inference benchmark
* [shardformer]Fix lm parallel. (#5480 )
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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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* [test] update flash attn test
* [shardformer] update modeling to fit colo attention (#5465 )
* [misc] refactor folder structure
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* [devops] update tensornvme install
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* [shardformer] update whisper
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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 )
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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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---------
Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
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* [shardformer]enable padding vocabulary size. (#5489 )
* padding vocab_size when using pipeline parallellism
padding vocab_size when using pipeline parallellism
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* padding vocab
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* fxi
* test ci
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* Update hybrid_parallel_plugin.py
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* resolve super init
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* resolve comments
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* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* vocab checkpointio
* padding vocab_size when using pipeline parallellism
padding vocab_size when using pipeline parallellism
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* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
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* fix
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* [pre-commit.ci] auto fixes from pre-commit.com hooks
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* fix rebase
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7 months ago
3788fefc7a
[zero] support multiple (partial) backward passes ( #5596 )
...
* [zero] support multiple (partial) backward passes
* [misc] update requirements
8 months ago
89049b0d89
[doc] fix ColossalMoE readme ( #5599 )
...
* fix readme
* [pre-commit.ci] auto fixes from pre-commit.com hooks
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8 months ago
641b1ee71a
[devops] remove post commit ci ( #5566 )
...
* [devops] remove post commit ci
* [misc] run pre-commit on all files
* [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>
8 months ago
341263df48
[hotfix] fix typo s/get_defualt_parser /get_default_parser ( #5548 )
8 months ago
a799ca343b
[fix] fix typo s/muiti-node /multi-node etc. ( #5448 )
8 months ago
15055f9a36
[hotfix] quick fixes to make legacy tutorials runnable ( #5559 )
...
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
8 months ago
8e412a548e
[shardformer] Sequence Parallelism Optimization ( #5533 )
...
* 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
* fix fused linear bugs
* fix linear layer test
* support gpt model all-to-all sp
* modify shard data dimension (meant to be dim=-1)
* support megtron-style sp and distributed attn for llama model
* [shardformer] add megatron sp to llama
* support llama7B 128k with distributed attention
* [shardformer] robustness enhancement
* add block attn
* sp mode 1: keep input as a complete sequence
* fix sp compatability
* finish sp mode 3 support for gpt
* using all_to_all_single when batch size is 1
* support mode 2 sp in gpt2 (#5 )
* [shardformer] add megatron sp to llama
* support llama7B 128k with distributed attention
* [shardformer] robustness enhancement
* add block attn
* sp mode 1: keep input as a complete sequence
* 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
* sequence parallel: inside text split (#6 )
* polish code (part 1)
* polish code (part 2)
* polish code (part 2.5)
* polish code (part 3)
* sequence parallel: inside text split
* miscellaneous minor fixes
* polish code
* fix ulysses style ZeRO
* sequence parallel: inside text split
* miscellaneous minor fixes
* disaggregate sp group and dp group for sp
* fix llama and gpt sp
* polish code
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* remove zero_stage and unbind the grad sync for alltoall sp
* add 2d group creation test
* move ulysses grad sync to ddp
* add 2d group creation test
* remove useless code
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* add sp warnings for several model
* remove useless code
---------
Co-authored-by: linsj20 <linsj20@mails.tsinghua.edu.cn>
8 months ago
7e0ec5a85c
fix incorrect sharding without zero ( #5545 )
...
Co-authored-by: Edenzzzz <wtan45@wisc.edu>
8 months ago
e614aa34f3
[shardformer, pipeline] add `gradient_checkpointing_ratio` and heterogenous shard policy for llama ( #5508 )
...
* feat: add `GradientCheckpointConfig` and `PipelineGradientCheckpointConfig`
* feat: apply `GradientCheckpointConfig` to policy and llama_forward
* feat: move `distribute_layer` and `get_stage_index` to PipelineStageManager
* fix: add optional args for `distribute_layer` and `get_stage_index`
* fix: fix changed API calls
* test: update llama tests
* style: polish `GradientCheckpointConfig`
* fix: fix pipeline utils tests
8 months ago
df5e9c53cf
[ColossalChat] Update RLHF V2 ( #5286 )
...
* Add dpo. Fix sft, ppo, lora. Refactor all
* fix and tested ppo
* 2 nd round refactor
* add ci tests
* fix ci
* fix ci
* fix readme, style
* fix readme style
* fix style, fix benchmark
* reproduce benchmark result, remove useless files
* rename to ColossalChat
* use new image
* fix ci workflow
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* use local model/tokenizer for ci tests
* fix ci
* fix ci
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* fix ci timeout
* fix rm progress bar. fix ci timeout
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* support chat template
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* move ci to 85
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* add all-in-one data preparation script. Fix colossal-llama2-chat chat template
* add hardware requirements
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* fix missing bos; support grad accumulation with gemini
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* update readme
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* support parallel_output
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* update lr
* fix inference
* run pre-commit
---------
Co-authored-by: Tong Li <tong.li352711588@gmail.com>
8 months ago
36c4bb2893
[Fix] Grok-1 use tokenizer from the same pretrained path ( #5532 )
...
* [fix] use tokenizer from the same pretrained path
* trust remote code
8 months ago
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>
8 months ago
e6707a6e8d
[format] applied code formatting on changed files in pull request 5510 ( #5517 )
...
Co-authored-by: github-actions <github-actions@github.com>
8 months ago
19e1a5cf16
[shardformer] update colo attention to support custom mask ( #5510 )
...
* [feature] refactor colo attention (#5462 )
* [extension] update api
* [feature] add colo attention
* [feature] update sdpa
* [feature] update npu attention
* [feature] update flash-attn
* [test] add flash attn test
* [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
* [shardformer] update opt
* [shardformer] update vit
* [shardformer] update colo attention mask prep
* [shardformer] update whisper
* [test] fix shardformer tests (#5514 )
* [test] fix shardformer tests
* [test] fix shardformer tests
8 months ago
9a3321e9f4
Merge pull request #5515 from Edenzzzz/fix_layout_convert
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Fix layout convertor caching
8 months ago
18edcd5368
Empty-Commit
8 months ago
61da3fbc52
fixed layout converter caching and updated tester
8 months ago
cbe34c557c
Fix ColoTensorSpec for py11 ( #5440 )
8 months ago
a7790a92e8
[devops] fix example test ci ( #5504 )
8 months ago
wangbluo