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  HuggingFace just made the process of fine-tuning open source LLMs much easier through the use of Skills. Similarly to Claude's Skills, HuggingFace Skills take care of the boilerplate required to fine tune LLMs. That boilerplate consists of validating your dataset, auto-selecting the best GPU hardware for the job, as well as submitting the job for processing, monitoring the training progress, and finally publishing the tuned model to the HuggingFace Hub. https://www.i-programmer.info/news/105-artificial-intelligence/18568-huggingface-skills-fine-tune-llms.html