Fine-tuning Gemma 3, Qwen3, Llama 4, Phi 4 and Mistral Small - Advanced Guide

Fine-tuning Gemma 3, Qwen3, Llama 4, Phi 4 and Mistral Small - Advanced Guide

Trelis Research via YouTube Direct link

11:07 How to run fast evaluations with vLLM

6 of 13

6 of 13

11:07 How to run fast evaluations with vLLM

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Fine-tuning Gemma 3, Qwen3, Llama 4, Phi 4 and Mistral Small - Advanced Guide

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  1. 1 0:00 Fine-tune Gemma Llama Qwen Phi Mistral
  2. 2 0:27 Video Overview
  3. 3 1:35 When to do fine-tuning?
  4. 4 3:22 How to prepare a fine-tuning dataset?
  5. 5 6:24 Choosing unsloth versus transformers
  6. 6 11:07 How to run fast evaluations with vLLM
  7. 7 12:33 What model to fine-tune?
  8. 8 14:27 General fine-tuning tips
  9. 9 16:04 Fine-tuning notebooks and setup: trelis.com/advanced-fine-tuning
  10. 10 19:11 Running fast evaluations with vLLM in a jupyter notebook
  11. 11 37:56 Fine-tuning with Unsloth
  12. 12 1:09:02 Fine-tuning with transformers
  13. 13 1:20:24 Conclusion

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