{"type": "article", "title": "How much VRAM and how many GPUs to fine-tune a 70B parameter model like LLaMA 3.1 locally?", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/how-much-vram-and-how-many-gpus-to-fine-tune-a-70b-parameter-model-like-llama-3", "original_source": "https://discuss.huggingface.co/t/how-much-vram-and-how-many-gpus-to-fine-tune-a-70b-parameter-model-like-llama-3-1-locally/150882#post_3", "published": "2026-07-15T21:07:40+00:00", "accessed": "2026-07-15", "id": "how-much-vram-and-how-many-gpus-to-fine-tune-a-70b-parameter-model-like-llama-3"}