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Latent Space: The AI Engineer Podcast
Latent Space: The AI Engineer Podcast

The Busy Person's Intro to Finetuning & Open Source AI - Wing Lian, Axolotl

Dec 8, 2023 · 1h 4m
AI Summary
  • Wing Lian's Axolotl is emergent finetuning library of choice for open models like Llama 2 and Mistral 7B, enabling customization and ownership
  • Finetuning enables privacy, control, and performance improvements (censorship, multiturn chat, chain of thought) while matching larger models with smaller architectures
  • Sub-industry of finetuned variants growing around good open models to improve benchmark performance and reduce inference costs/latency

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