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…p8_comm

# Conflicts:
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Feature/fp8 comm

[Feature] FP8 communication in ShardFormer

[Shardformer] Fix Shardformer FP8 communication training accuracy degradation

[fp8] add fp8 comm for low level zero

* add llama shardformer fp8

* Llama Shardformer Parity

* fix typo

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* [Feature] Enable PP + SP for llama (hpcaitech#5868)

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* [ShardFormer] Add Ulysses Sequence Parallelism support for Command-R, Qwen2 and ChatGLM (hpcaitech#5897)

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* fix eval

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* [zero] support all-gather overlap (hpcaitech#5898)

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* fix orpo cross entropy loss

* [Auto Parallel]: Speed up intra-op plan generation by 44% (hpcaitech#5446)

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* [ShardFormer] fix qwen2 sp (hpcaitech#5903)

* [compatibility] support torch 2.2 (hpcaitech#5875)

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* fix test data

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* Add n_fused as an input from native_module (hpcaitech#5894)

* [FIX BUG] convert env param to int in (hpcaitech#5934)

* [Hotfix] Fix ZeRO typo hpcaitech#5936

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* fix style

* fix style

* fix style

* [shardformer] hotfix attn mask (hpcaitech#5945)

* [shardformer] hotfix attn mask (hpcaitech#5947)

* [Feat] Distrifusion Acceleration Support for Diffusion Inference (hpcaitech#5895)

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* sd3 benchmark

* pixart distrifusion bug fix

* sd3 bug fix and benchmark

* generation bug fix

* naming fix

* add docstring, fix counter and shape error

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* [chore] arg pass & remove drop token

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* [moe] test deepseek

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* [Feature] MoE Ulysses Support (hpcaitech#5918)

* moe sp support

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* [chore] minor fix

* [moe] init moe plugin comm setting with sp

* moe sp + ep bug fix

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* [chore] solve moe ckpt test failure and some other arg pass failure

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* [bug] fix: somehow logger hangs the program

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* [doc] add MoeHybridParallelPlugin docstring

* [moe] solve dp axis issue

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* [feat] Dist Loader for Eval (hpcaitech#5950)

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* support auto distributed data loader

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* fix tp error

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* [lora] lora support hybrid parallel plugin (hpcaitech#5956)

* lora support hybrid plugin

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* fp8 operators for compressed communication

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… use weightGradStore and not use WeightGradStore

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…into dev/zero_bubble