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What is LLM fine-tuning?

Modal · published 10 December 2024

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Host
https://github.com/modal-labs/doppel-bot
github.com
https://gpt-index.readthedocs.io/en/latest/getting_started/concepts.html
gpt-index.readthedocs.io
Fine-tuning guide Read at the source ↗
platform.openai.com
https://predibase.com/
predibase.com
https://modal.com/
modal.com
https://github.com/modal-labs/llm-finetuning/tree/main
github.com
https://colab.research.google.com/github/huggingface/notebooks/blob/master/examples/language_modeling.ipynb
colab.research.google.com
https://docs.aws.amazon.com/sagemaker/latest/dg/jumpstart-foundation-models-fine-tuning.html
docs.aws.amazon.com
https://huggingface.co/docs/transformers/training
huggingface.co
https://huggingface.co/docs/trl/index
huggingface.co
https://github.com/OpenAccess-AI-Collective/axolotl
github.com
https://modal.com/docs/examples/llm-finetuning
modal.com
https://github.com/huggingface/transformers
github.com
https://modal.com/docs/guide/images
modal.com
https://modal.com/docs/guide/volumes
modal.com
https://modal.com/docs/guide/gpu
modal.com
https://github.com/huggingface/peft
github.com
https://github.com/microsoft/LoRA
github.com
https://arxiv.org/abs/2305.14314
arxiv.org
https://github.com/microsoft/DeepSpeed
github.com
https://arxiv.org/abs/1910.02054
arxiv.org
https://pytorch.org/blog/introducing-pytorch-fully-sharded-data-parallel-api/
pytorch.org
https://github.com/modal-labs/llm-finetuning/blob/main/src/train.py
github.com
https://github.com/huggingface/accelerate
github.com