How to Fine-Tune LLMs in 2024 with Hugging Face
What's the best way to fine-tune open LLMs in 2024? Look no further! 👀 I am excited to share “How to Fine-Tune LLMs in 2024 with Hugging Face” using the latest research techniques, including Flash Attention, Q-LoRA, @OpenAI dataset formats (messages), ChatML, Packing, all built with @huggingface TRL. 🚀
It is created ... See more
Philipp Schmidx.com
We made a Guide to teach you how to Fine-tune LLMs correctly!
Learn about:
• Choosing the right parameters & training method
• RL, GRPO, DPO & CPT
• Data prep, Overfitting & Evaluation
• Training with Unsloth & deploy on vLLM, Ollama, Open WebUI___L... See more
Nice paper for a long read across 114 pages.
"Ultimate Guide to Fine-Tuning LLMs"
Some of the things they cover
📊 Fine-tuning Pipeline
Outlines a seven-stage process for fine-tuning LLMs, from data preparation to deployment and maint... See more