Create Custom LLMs

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

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

Train Large Language Models on MLX.

Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

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. ✨

On Memorization of Large Language Models in Logical Reasoning

MediNotes: SOAP Note Generation through Ambient Listening, Large Language Model Fine-Tuning, and RAG

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

A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat

Fine-tune Mistral 7B to generate fashion style suggestions

[NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning

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

SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all baselines (PPO, classifier-based guidance, direct reward backpropagation) for fine-tuning Stable Diffusion.

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

A open-source framework designed to adapt pre-trained Language Models (LLMs), such as Llama, Mistral, and Mixtral, to a wide array of domains and languages.

[EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs

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

This Repo Contains Script To Fine Tune Open Source Models Using Unsloth by using UI with simple click and progress