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* [moe] removed openmoe-coupled code and rectify mixstral code (#5471)
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* add mixtral auto policy & move pipeline forward code to modeling folder
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* [Feature] MoE refactor with newest version of ZeRO (#5801)
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* [zero] align api with previous version
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* Add an assertion to prevent users from using it incorrectly
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* 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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* modified according to the opinions of review
* add Citation
* change _block_tables tolist
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Co-authored-by: Edenzzzz <wtan45@wisc.edu>
* [Test/CI] remove test cases to reduce CI duration (#5753)
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Some tests might depend on the size of model (num of chunks)
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* [gemini] missing sync
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* Allow building cuda extension without a device. (#5535)
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* [misc] fix dist logger (#5782)
* [install]fix setup (#5786)
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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
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* [shardformer]upgrade transformers for gpt2/gptj/whisper (#5807)
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* [shardformer]upgrade transformers for mistral (#5808)
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* Support 4d parallel + flash attention (#5789)
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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
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* delete xformers
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Edenzzzz