GitLab

* [llama] update training script

* [doc] polish docstr

* [plugin] refactor prepare dataloader

* [plugin] update train script

[NFC] polish applications/Colossal-LLaMA-2/colossal_llama2/tokenizer/init_tokenizer.py code style (#5228)

* update accelerator

* fix timer

* fix amp

* update

* fix

* update bug

* add error raise

* fix autocast

* fix set device

* remove doc accelerator

* update doc

* update doc

* update doc

* use nullcontext

* update cpu

* update null context

* change time limit for example

* udpate

* update

* update

* update

* [npu] polish accelerator code

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Co-authored-by: Xuanlei Zhao <xuanlei.zhao@gmail.com>
Co-authored-by: zxl <43881818+oahzxl@users.noreply.github.com>

Co-authored-by: github-actions <github-actions@github.com>

* [doc] add Colossal-LLaMA-2-13B

* [doc] add Colossal-LLaMA-2-13B

* [doc] add Colossal-LLaMA-2-13B

* Update README.md

* Update README.md

* update readme

* update readme

* update link

* update

* update readme

* update

* update

* update

* update title

* update example

* update example

* fix content

* add conclusion

* add license

* update

* update

* update version

* fix minor

* Add finetuning Colossal-Llama-2 example

* Add finetuning Colossal-Llama-2 example 2

* Add finetuning Colossal-Llama-2 example and support NEFTuning

* Add inference example and refine neftune

* Modify readme file

* update the imports

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Co-authored-by: Xu Yuanchen <yuanchen.xu00@gmail.com>
Co-authored-by: Camille Zhong <44392324+Camille7777@users.noreply.github.com>

Co-authored-by: github-actions <github-actions@github.com>

To be compatible with the new change in the Transformers library, where a new argument 'padding_mask' was added to forward function of attention layer.
https://github.com/huggingface/transformers/pull/25598

add modelscope link

Co-authored-by: Xu Yuanchen <yuanchen.xu00@gmail.com>

change filename:
pretraining.py -> trainin.py
there is no file named pretraing.py. wrong writing

* [doc] add llama2 domain-specific solution news