finetuning-llms

Mastering Applied AI, One Concept at a Time

Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes

End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

Enhancing LLMs with LoRA

IndexTTS Fine-tuning notebooks

Auto Data is a library designed for quick and effortless creation of datasets tailored for fine-tuning Large Language Models (LLMs).

🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨

A Streamlit app for generating high-quality Q&A training datasets from text and PDFs, leveraging Gemini, Claude, and OpenAI for LLM fine-tuning.

Fine-tune Mistral 7B to generate fashion style suggestions

the small distributed language model toolkit; fine-tune state-of-the-art LLMs anywhere, rapidly

Official GitHub repository for Phison aiDAPTIV. NAND cache memory-boosted AI inference and LLM fine-tuning platform.

A comprehensive GUI wrapper application for Apple's Foundation Models Adapter Training Toolkit, providing an intuitive interface for training LoRA adapters for Apple's on-device foundation models.

Practical guide to fine-tuning LLMs like Gemma, LLaMA, and Mistral on custom datasets using popular frameworks.

Madlab is an advanced AI development studio designed to streamline the process of dataset management, model training, and evaluation. It combines a robust Node.js/Express backend with a powerful Python-based training engine and a modern React frontend.

Finetune Web UI is a user-interface for training and deploying pre-trained models.

Fine-Tuned Language Models Exploration using LoRA and Hugging Face's Transformers Library

Llama 3.2 fine-tuned on a medical dataset for improved healthcare-specific understanding and tasks.

Finetuning Google's Gemma Model for Translating Natural Language into SQL