10 GitHub Repos to Build Your Own Local AI Lab, From Ollama to Unsloth
Shruti_0810 · x · 2026-10-23
A curated list of 10 open-source projects for running models locally without expensive cloud: MLX for Apple Silicon, Unsloth for memory-efficient fine-tuning, Axolotl and LlamaFactory for training workflows, LitGPT, llama.cpp for quantized inference, Ollama (184k stars) for easy local setup, and vLLM for high-throughput serving — a full self-hosted roadmap from deployment to fine-tuning.
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