LLM Fine-Tuning Generative AI Tools

Projects for adapting and training language models on custom datasets using techniques like LoRA, QLoRA, and instruction tuning. Includes domain-specific fine-tuning, multimodal model adaptation, and continual learning. Does NOT include pre-built model APIs, inference frameworks, RAG systems, or prompt engineering tools.

There are 23 llm fine-tuning tools tracked. The highest-rated is daekeun-ml/genai-ko-LLM at 40/100 with 26 stars.

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#	Tool	Score	Tier	Stars	Language
1	daekeun-ml/genai-ko-LLM This hands-on lab walks you through a step-by-step approach to efficiently...	40	Emerging	26	Jupyter Notebook
2	keanteng/sesame-csm-elise Fine-Tuning Sesame CSM Wth Elise. Enjoy the voice （￣︶￣）↗	31	Emerging	2	Jupyter Notebook
3	ksm26/Quantization-Fundamentals-with-Hugging-Face Learn linear quantization techniques using the Quanto library and...	29	Experimental	6	Jupyter Notebook
4	just4give/llm-sagemaker-fargate-api This repository contains two major projects that work together to deploy and...	23	Experimental	2	TypeScript
5	simran-padam/FineTuningLlama FineTuning Llama to create a versatile chatbot	22	Experimental	1	Jupyter Notebook
6	jwest33/lora_craft An open-source web application for fine-tuning large language models using...	21	Experimental	8	Python
7	krishnaura45/LMBattle ⚔️Battle between Chatbots 🛠️Finetuning LLMs	19	Experimental	2	Jupyter Notebook
8	s-araromi/My-SageMaker-IT-Domain-Expert-Project This project demonstrates how to fine-tune a large language model (LLM) for...	17	Experimental	1	Jupyter Notebook
9	ictorv/LangToken Built Library to Encode each word and Decode it for Language tasks.	17	Experimental	1	Python
10	hari9618/Model-Fine-Tnuning_-Hugging-Fcace- End-to-end Generative AI chatbot built with Hugging Face Transformers,...	15	Experimental	1	Python
11	zengatso/orpo 🚀 Optimize preferences effectively with ORPO, a framework for monolithic...	14	Experimental	—	Python
12	shreyas27092004/Generative-AI-Model-Fine-Tuning-Hugging-Face-Transformers Fine-tuning a Generative AI model using Hugging Face Transformers. Includes...	13	Experimental	—	Jupyter Notebook
13	KishanVadhiya/Tokenizer A simple tokenizer visualizer for processing text data into tokens to...	13	Experimental	—	JavaScript
14	prakhar175/fine-tuning-mistral-7b Fine tuned a mistral-7b-inst quantized model using QLoRA for Youtube comment	13	Experimental	—	Jupyter Notebook
15	shreyas27092004/Generative-AI-Summarization-with-FLAN-T5 The primary focus of this lab is to explore dialogue summarization using the...	13	Experimental	—	Jupyter Notebook
16	Ajairajv/Fine-Tuning-a-Generative-AI-Model Fine-tunes FLAN-T5 for dialogue summarization using full fine-tuning and...	13	Experimental	—	Jupyter Notebook
17	FaycalZM/dietary-remix Winner 🏆 of Quira Quest N°14 : LLM-ify the world 🌐	12	Experimental	8	Python
18	pankajrawat9075/Dialog-Summarization-with-Generative-AI Using Open-Source LLMs like FLAN-T5, built a Dialog Summarization model and...	11	Experimental	—	Jupyter Notebook
19	Ajairajv/Detoxified-Summaries-with-FLAN-T5-PPO Fine-tunes FLAN-T5 using Reinforcement Learning (PPO) and PEFT to generate...	11	Experimental	—	HTML
20	cybardev/cybargist Summarization model based on Google's flan-t5-small	11	Experimental	—	Jupyter Notebook
21	YashPandey1405/tokenizer-visualizer A simple interactive tokenizer and detokenizer visualizer built with React,...	10	Experimental	1	JavaScript
22	abhishekiiitbh2903/Llava-Finetuned Hugging face Repo link for finetuned Model	10	Experimental	2	Jupyter Notebook
23	Siddharth-Phogat/Custom-Tokenizer A simple browser-based tool to encode text into token IDs and decode them...	10	Experimental	1	JavaScript