Decentralized LLM Inference with Petals: Home Deployment Using BitTorrent Architecture

Petals enables decentralized deployment of large language models (LLMs) at home using a BitTorrent-like network, allowing users to run models like Llama 3.1 and Falcon with consumer GPUs or Google Colab. It offers flexibility in fine-tuning and custom model execution while maintaining API-like convenience.

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