🔮 Mixture of Experts Collection MoE done using mergekit and LazyMergekit: https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb#scrollTo=d5mYzDo1q96y • 13 items • Updated Aug 16, 2024 • 24
Qwen3 Voice Embedding Collection Standalone ECAPA-TDNN x-vector speaker encoders extracted from Qwen3-TTS. 1024-dim (0.6B) and 2048-dim (1.7B). • 4 items • Updated 3 days ago • 26
view article Article GGML and llama.cpp join HF to ensure the long-term progress of Local AI +4 10 days ago • 471
💧 LFM2 Collection LFM2 is a new generation of hybrid models, designed for on-device deployment. • 31 items • Updated 6 days ago • 145
Multimodal GGUFs Collection Vision and audio models compatible with llama-server and llama-mtmd-cli • 16 items • Updated Dec 18, 2025 • 18
Draft Models Collection Tiny "draft" models for speculative decoding. • 36 items • Updated Oct 29, 2025 • 6
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics Paper • 2506.01844 • Published Jun 2, 2025 • 151
🧠 Reasoning datasets Collection Datasets with reasoning traces for math and code released by the community • 24 items • Updated May 19, 2025 • 183
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Paper • 2402.03300 • Published Feb 5, 2024 • 141
Unsloth Dynamic 2.0 Quants Collection New 2.0 version of our Dynamic GGUF + Quants. Dynamic 2.0 achieves superior accuracy & SOTA quantization performance. • 76 items • Updated 5 days ago • 402
Granite Quantized Models Collection Quantized versions of IBM Granite models. Licensed under the Apache 2.0 license. • 44 items • Updated Nov 21, 2025 • 32
Text-to-Speech (TTS) models Collection A collection of 4-bit, Dynamic 4-bit and 16-bit voice models including Sesame-CSM, OpenAI's Whisper, Orpheus. Fine-tune them with Unsloth now! • 16 items • Updated 6 days ago • 26
Qwen3 Collection Qwen's new Qwen3 models. In Unsloth Dynamic 2.0, GGUF, 4-bit and 16-bit Safetensor formats. Includes 128K Context Length variants. • 79 items • Updated 6 days ago • 261
Gemma 3 QAT Collection Quantization Aware Trained (QAT) Gemma 3 checkpoints. The model preserves similar quality as half precision while using 3x less memory • 15 items • Updated Jul 10, 2025 • 216
GGUF LoRA adapters Collection Adapters extracted from fine tuned models, using mergekit-extract-lora • 16 items • Updated Dec 16, 2025 • 4
Qwen2.5 Collection Qwen2.5 language models, including pretrained and instruction-tuned models of 7 sizes, including 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B. • 46 items • Updated Dec 31, 2025 • 696
Molmo Collection Artifacts for open multimodal language models. • 5 items • Updated Dec 23, 2025 • 309