Stars
The original local LLM interface. Text, vision, tool-calling, training. UI + API, 100% offline and private.
Adaptive Test-time Learning and Autonomous Specialization
Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API.
On-device AI across mobile, embedded and edge for PyTorch
Repository to host ROCm Developer Hub Notebook Tutorials
Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.5, DeepSeek, gpt-oss locally.
An interface library for RL post training with environments.
PyTorch native quantization and sparsity for training and inference
gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI
Group-relative Trajectory-based Policy Optimization: Increasing Quality and Training Stability
Fused Qwen3 MoE layer for faster training, compatible with Transformers, LoRA, bnb 4-bit quant, Unsloth. Also possible to train LoRA over GGUF
250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.
A high-throughput and memory-efficient inference and serving engine for LLMs
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.5, GPT-OSS, Llama, and more!
Tool for generating high quality Synthetic datasets
Open-source context retrieval layer for AI agents
Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.
woct0rdho / triton-windows
Forked from triton-lang/tritonFork of the Triton language and compiler for Windows support and easy installation
Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, sparsely activated memory layers complement compute-heavy dense f…
Utils for Unsloth https://github.com/unslothai/unsloth
Cloudstate is a JavaScript database runtime.
SGLang is a high-performance serving framework for large language models and multimodal models.