Fine-Tuning Self-Rewarding Language Models with Mistral 7B

Fine-Tuning Self-Rewarding Language Models with Mistral 7B

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Live Demo of Prompt Gen

9 of 14

9 of 14

Live Demo of Prompt Gen

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Classroom Contents

Fine-Tuning Self-Rewarding Language Models with Mistral 7B

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  1. 1 Intro
  2. 2 Self-Rewarding Language Architecture
  3. 3 Fine-Tuning Scripts
  4. 4 Data for Fine-Tuning
  5. 5 Supervised Fine-Tuning Script
  6. 6 High Lora Alpha and Quantization
  7. 7 Evaluation Fine-Tuning Data
  8. 8 Generating New Prompts
  9. 9 Live Demo of Prompt Gen
  10. 10 Generating Responses
  11. 11 Generating Scores
  12. 12 Config, Compute, and Cost
  13. 13 Analyzing Scores
  14. 14 Live Run of DPO

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