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  • DeepSpeed

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

    Git Clone the deepspeed repo, We need this to finetune without using more vram than any consumer model has. Build Deepspeed, in the deepspeed directory, DS_BUILD_OPS=1 DS_BUILD_AIO=0 pip install .

  • finetune-gpt2xl

    Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

    git clone the finetuning repo go into the finetuning repo, install the rest of the requirements, pip install -r requirements.txt


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