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Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.

LlamaIndex is the leading document agent and OCR platform

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

Go ahead and axolotl questions

Low-code framework for building custom LLMs, neural networks, and other AI models

Easily fine-tune, evaluate and deploy Gemma 4, Qwen3.5, Qwen3.6, gpt-oss, DeepSeek-R1, or any open source LLM / VLM!

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and iterates until it achieves a successful result.

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.

OneTrainer is a one-stop solution for all your Diffusion training needs.

LLM Finetuning with peft

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

A comprehensive guide to building RAG-based LLM applications for production.

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

Synthetic data curation for post-training and structured data extraction

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!

🏗️ Fine-tune, build, and deploy open-source LLMs easily!

Humanable Chat Generative-model Fine-tuning | LLM微调

M-Courtyard: Local AI Model Fine-tuning Assistant for Apple Silicon. Zero-code, zero-cloud, privacy-first desktop app powered by Tauri + React + mlx-lm.

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.