How to fine-tune open LLMs in 2025 with Hugging Face
Read OriginalThis article provides a detailed, advanced tutorial for fine-tuning open-source LLMs in 2025 using the Hugging Face ecosystem. It covers optimization techniques like QLoRA and Spectrum, distributed training with DeepSpeed, performance improvements with Flash Attention, and a workflow from dataset preparation to model evaluation, targeting developers with consumer-grade GPUs.
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