Model Fine Tuning Methods Transformer Models

There are 9 model fine tuning methods models tracked. The highest-rated is gustavecortal/gpt-j-fine-tuning-example at 35/100 with 68 stars.

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#	Model	Score	Tier	Stars	Language
1	gustavecortal/gpt-j-fine-tuning-example Fine-tuning 6-Billion GPT-J (& other models) with LoRA and 8-bit compression	35	Emerging	68	Jupyter Notebook
2	Ebimsv/LLM-Lab Pretraining and Finetuning Language Model	24	Experimental	21	Jupyter Notebook
3	msmrexe/pytorch-lora-from-scratch A from-scratch PyTorch implementation of Low-Rank Adaptation (LoRA) to...	21	Experimental	2	Python
4	linhaowei1/Fine-tuning-Scaling-Law 🌹[ICML 2024] Selecting Large Language Model to Fine-tune via Rectified Scaling Law	19	Experimental	4	Python
5	aamanlamba/phi3-tune-payments Bidirectional fine-tuning of Microsoft's Phi-3-Mini model for payment...	13	Experimental	2	Python
6	HamzahDrawsheh/fine-tuning-and-instruction-tuning-of-large-language-models This project demonstrates the use of Large Language Models (LLMs) for...	11	Experimental	—	Jupyter Notebook
7	viniciusds2020/tinyllama-finetuning Script de finetuning do modelo TinyLlama-1.1B usando LoRA (Low-Rank...	11	Experimental	—	Python
8	KomeijiForce/Incubator [EMNLP2024] This repo is the official implementation for Incubating Text...	11	Experimental	4	Python
9	YichenZW/llm-arch-table Living comparison table of LLM architectural choices (norm, attention, MoE,...	11	Experimental	—	—