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* 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
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* fix typo
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* fix typo & prettifier the code
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* remove useless code
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* fix typo
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* [Feature] MoE refactor with newest version of ZeRO (#5801)
* [zero] remove redundant members in BucketStore (#5802)
* [zero] align api with previous version
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* [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
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* [devops] update compatibility test
* [devops] update compatibility test
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* fix (#5765)
* [test] Fix/fix testcase (#5770)
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* [fix] remove local change about moe;
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* modified according to the opinions of review
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* change _block_tables tolist
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
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Some tests might depend on the size of model (num of chunks)
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* [CI] smaller test model for two mwo the two modifid cases
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* [fix] remove local change about moe;
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* [fix] fix test_deepfm_model & test_dlrf_model；
* [fix] fix test_hf_albert & test_hf_gpt;
* [gemini] optimize reduce scatter d2h copy (#5760)
* [gemini] optimize reduce scatter d2h copy
* [fix] fix missing reduce variable
* [refactor] remove legacy async reduce scatter code
* [gemini] missing sync
* Revert "[refactor] remove legacy async reduce scatter code"
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* [gemini] further optimize with async all reduce
* [fix] pass flag from manager to chunk
* Allow building cuda extension without a device. (#5535)
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* [misc] fix dist logger (#5782)
* [install]fix setup (#5786)
* fix
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* [misc] update requirements (#5787)
* [shardformer] fix import (#5788)
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* fix transformers version
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* [test] fix qwen2 pytest distLarge (#5797)
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* [Gemini] Use async stream to prefetch and h2d data moving (#5781)
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* [gemini] quick fix on possible async operation
* [gemini] quick fix on possible async operation
* [shardformer] upgrade transformers to 4.39.3 (#5815)
* [shardformer]upgrade transformers for gpt2/gptj/whisper (#5807)
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* fix
* fix
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* fix
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* fix
* fix
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* Support 4d parallel + flash attention (#5789)
* support tp + sp + pp
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* [zero] fix hook bug
* [zero] add low level optimizer back (#5839)
* [zero] fix param & refactor
* [zero] add back original low level opt
* [zero] remove moe related
* [zero] pass zero tests
* [zero] refactor
* [chore] add del func back
* [zero] comments and naming (#5840)
* [zero] modify api (#5843)
* [zero] modify api
* [test] remove _grad_store access in tests
* [test] fix (#5857)
* [CI] skip openmoe CI check
* [CI] fox pre-commit
* [zero] remove redundant memebr init (#5862)
* [misc] remove useless code, modify the pg mesh implementation
* [misc] remove useless code, modify the pg mesh implementation
* [misc] use tempfile
* resolve conflict with main branch
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* t5 token, still pytest fail
* Resolve T5 Pytest Failure
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* [hotfix] Improve tester precision by removing ZeRO on vanilla lamb (#5576)
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* [optim] Distributed Adafactor (#5484)
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* [feature] update optimize readme;
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* [feature] Add transformers_bert model zoo in testcase;
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* [fix] fix percision issue;
* [feature] add distributed rms;
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* [feature] add Start_with_booster_API case in md; add Supporting Information in md;
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* [fix] fix use zero logic;
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* [feature] add check optim state func;
* [feature] Remove duplicate logic;
* [feature] update optim state check func and percision test bug;
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* [Feature] refractor dist came; fix percision error; add low level zero test with bert model zoo; (#5676)
* [feature] daily update;
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* [Feature] Add Galore (Adam, Adafactor) and distributed GaloreAdamW8bit (#5570)
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* feat: support qwen2 model
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* sequence parallel optimization
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* fix bugs when useing sp and flashattention together
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* Use self.[distribute_layers|get_stage_index] to exploit custom layer distribution
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* Change static methods for whisper layer distribution to member functions
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* [devops] fix compatibility
* [hotfix] update compatibility test on pr
* [devops] fix compatibility
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* [test] decrease test duration
* fix falcon
* test: add more p2p tests
* fix: remove send_forward_recv_forward as p2p op list need to use the same group
* fix: make send and receive atomic
* feat: update P2PComm fn
* feat: add metadata cache in 1f1b
* feat: add metadata cache in interleaved pp
* feat: modify is_xx_stage fn
* revert: add _broadcast_object_list
* feat: add interleaved pp in llama policy
* feat: set NCCL_BUFFSIZE in HybridParallelPlugin
* [shardformer] implement policy for all GPT-J models and test
* [shardformer] support interleaved pipeline parallel for bert finetune
* [shardformer] shardformer support falcon (#4883)
* [shardformer]: fix interleaved pipeline for bert model (#5048)
* [hotfix]: disable seq parallel for gptj and falcon, and polish code (#5093)
* Add Mistral support for Shardformer (#5103)
* [shardformer] add tests to mistral (#5105)
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Co-authored-by: Pengtai Xu <henryxu880@gmail.com>
Co-authored-by: ppt0011 <143150326+ppt0011@users.noreply.github.com>
Co-authored-by: flybird11111 <1829166702@qq.com>
Co-authored-by: eric8607242 <e0928021388@gmail.com>
Haze188