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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
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* fix typo
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* 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
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* fix typo
* fix typo
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* [moe refactor] fix unit import error
* [moe refactor] fix circular import issues
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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
* [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
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* [misc] update dockerfile (#5776)
* [misc] update dockerfile
* [misc] update dockerfile
* [devops] fix docker ci (#5780)
* [Inference]Add Streaming LLM (#5745)
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* verify streamingllm config
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* modified according to the opinions of review
* add Citation
* 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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* [gemini] optimize reduce scatter d2h copy (#5760)
* [gemini] optimize reduce scatter d2h copy
* [fix] fix missing reduce variable
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* [gemini] missing sync
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* [gemini] further optimize with async all reduce
* [fix] pass flag from manager to chunk
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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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---------
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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
* 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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* [gemini] async grad chunk reduce (all-reduce&reduce-scatter)
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* [gemini] add test
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* [gemini] use tensor counter
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* [bug] fix silly bug
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* [feat] Add distributed lamb; minor fixes in DeviceMesh (#5476)
* init: add dist lamb; add debiasing for lamb
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* [optim] add distributed came (#5526)
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* [optim] Distributed Adafactor (#5484)
* [feature] solve conflict; update optimizer readme;
* [feature] update optimize readme;
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* [fix] fix percision issue;
* [feature] add distributed rms;
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* [fix] fix use zero logic;
* [feature] add row residue logic in column parallel factor;
* [feature] add check optim state func;
* [feature] Remove duplicate logic;
* [feature] update optim state check func and percision test bug;
* [fix] update/fix optim state; Still exist percision issue;
* [fix] Add use_zero check in _rms; Add plugin support info in Readme; Add Dist Adafactor init Info;
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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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* sequence parallel optimization
* validate sequence parallel in llama (code to be polished)
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* fix bugs when useing sp and flashattention together
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* polish code (part 1)
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* polish code (part 2.5)
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Haze188