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Leveraging Open-Source LLMs for Production

Leveraging Open-Source LLMs for Production

Data Science Dojo via YouTube Direct link

dstack

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dstack

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Classroom Contents

Leveraging Open-Source LLMs for Production

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  1. 1 Introduction
  2. 2 Why open-source LLMs?
  3. 3 Major open-source LLMs
  4. 4 Code generation
  5. 5 Memory calculator
  6. 6 Quantization
  7. 7 Llama 2 latency and cost
  8. 8 Supervised fine-tuning
  9. 9 Reinforcement learning for human feedback
  10. 10 RLHF vs DPO
  11. 11 dstack

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