Awesome Fine Tune

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Notebooks

Large Language Models [Tasks: QA or Text Generation]

Dataset	Base-Model	Method+Runtime	Colab Notebook
Custom CSV	Orca Mini 3B	Peft (T4) - SFT
alpaca-gpt4 (HF)	Falcon-1B	Full Fine Tuning + DeepSpeed Integration (T4)
Pubmed_qa	Llama-2-7B-chat	Peft (T4) - SFT
Custom CSV	Llama-2-7B-chat	Peft (T4) - SFT
codeparrot-train	GPT-J-6B	PyTorch

Language Models [Tasks: Text Classification]

Dataset	Base-Model	Method+Runtime	Colab Notebook

Blogs

YouTube Short Course