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Wandb, Deepspeed, Bitsandbytes, Gradio

https://kr.wandb.ai/

Weights & Biases – Developer tools for ML

WandB is a central dashboard to keep track of your hyperparameters, system metrics, and predictions so you can compare models live, and share your findings.

kr.wandb.ai

https://github.com/microsoft/DeepSpeed

GitHub - microsoft/DeepSpeed: DeepSpeed is a deep learning optimization library that makes distributed training and inference ea

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. - microsoft/DeepSpeed

github.com

https://shuka.tistory.com/69

deepspeed를 이용하여 pytorch 모델 학습 방법

Deepspeed란? Deepspeed는 모델을 training/inference 속도를 빠르고 효율적으로 할 수 있도록 도와주는 Microsoft에서 만든 딥러닝 최적화 라이브러리이다. 밑의 링크는 deepspeed에 대한 github 주소이다. https://g

shuka.tistory.com

https://github.com/TimDettmers/bitsandbytes

GitHub - TimDettmers/bitsandbytes: Accessible large language models via k-bit quantization for PyTorch.

Accessible large language models via k-bit quantization for PyTorch. - TimDettmers/bitsandbytes

github.com

https://huggingface.co/docs/bitsandbytes/main/en/index

bitsandbytes

huggingface.co

https://www.gradio.app/

Gradio

Build & Share Delightful Machine Learning Apps

www.gradio.app

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Wandb, Deepspeed, Bitsandbytes, Gradio

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