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* [workflow] refactored the example check workflow

* polish code

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* [worfklow] added coverage test

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* [gemini] polish code

* [testing] remove code

* [gemini] make more robust

* [doc] updated kernel-related optimisers' docstring

* polish doc

* [hotfix] fix gpt gemini example

* [example] add new assertions

* Fix state_dict output for ZeroDDP duplicated parameters

* Rewrite state_dict based on get_static_torch_model

* Modify get_static_torch_model to be compatible with the lower version (ZeroDDP)

* [setup] support pre-build and jit-build of cuda kernels

* polish code

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* [example] add google doc for benchmark results of GPT

* add tencet doc

* [example] gpt, shard init on all processes

* polish comments

* polish code

* [builder] update readme

This reverts commit 1f8ab6f1.

[NFC] polish colossalai/auto_parallel/tensor_shard/deprecated/op_handler/embedding_handler.py code style (#2368)

Fix a typo in train_dreambooth_colossalai.py