Trelis Research
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1033 回視聴 ・ 43いいね ・ 2025/05/11
LLM Fine tuning Tips
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Video Links:
slides: https://docs.google.com/presentation/...
unsloth GitHub: https://github.com/unslothai/unsloth
TIMESTAMPS:
0:00 Fine-tune Gemma Llama Qwen Phi Mistral
0:27 Video Overview
1:35 When to do fine-tuning?
3:22 How to prepare a fine-tuning dataset?
6:24 Choosing unsloth versus transformers
11:07 How to run fast evaluations with vLLM
12:33 What model to fine-tune?
14:27 General fine-tuning tips
16:04 Fine-tuning notebooks and setup: trelis.com/advanced-fine-tuning
19:11 Running fast evaluations with vLLM in a jupyter notebook
37:56 Fine-tuning with Unsloth
1:09:02 Fine-tuning with transformers
1:20:24 Conclusion
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