Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations Paper • 2505.10937 • Published May 16, 2025 • 2
Post-Trained MoE Can Skip Half Experts via Self-Distillation Paper • 2605.18643 • Published May 18 • 31
Unsloth Dynamic 3.0 Quants Collection Introducing Dynamic V3.0 quants, our new SOTA quantization methodology. • 1 item • Updated 24 days ago • 69
view article Article How I Built Lightning-Fast Vector Search for Legal Documents adlumal • Oct 20, 2025 • 16
GSQ Collection GSQ: Highly-Accurate Low-Precision Scalar Quantization for LLMs via Gumbel-Softmax Sampling, https://huggingface.co/papers/2604.18556 • 10 items • Updated 28 days ago • 14
Unsloth Dynamic 2.0 Quants Collection New 2.0 version of our Dynamic GGUF + Quants. Dynamic 2.0 achieves superior accuracy & SOTA quantization performance. • 121 items • Updated 20 days ago • 831
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B Paper • 2511.06221 • Published Nov 9, 2025 • 142
GPT-OSS Science (4.2B to 20B) Collection Specialized GPT-OSS models optimized for scientific reasoning tasks in physics, chemistry, biology, and STEM from GPQA and MMLU science domains. • 29 items • Updated Aug 13, 2025 • 2
GPT-OSS Law (4.2B to 20B) Collection Legal domain GPT-OSS models excelling at legal reasoning, jurisprudence, and understanding legal frameworks from MMLU legal subjects. • 29 items • Updated Aug 13, 2025 • 3
GPT-OSS Health / Medicine (4.2B to 20B) Collection Medical domain GPT-OSS models specializing in clinical knowledge, anatomy, medical procedures, & health-related reasoning from MMLU medical subjects. • 29 items • Updated Aug 13, 2025 • 3
view article Article Welcome Gemma 4: Frontier multimodal intelligence on device +5 merve, pcuenq, sergiopaniego, burtenshaw, Steveeeeeeen, alvarobartt, SaylorTwift • Apr 2 • 929
Falcon-H1-Tiny Collection A series of extremely small, yet powerful language models redefining capabilities at small scale • 19 items • Updated Aug 13 • 38
Distilled LLms Collection This is a collection of various distilled llms by Cannae ai! • 9 items • Updated Apr 4 • 1
Context Cascade Compression: Exploring the Upper Limits of Text Compression Paper • 2511.15244 • Published Nov 19, 2025 • 4