DINOv3 Collection DINOv3: foundation models producing excellent dense features, outperforming SotA w/o fine-tuning - https://arxiv.org/abs/2508.10104 • 15 items • Updated Mar 10 • 605
view article Article Welcome Gemma 3: Google's all new multimodal, multilingual, long context open LLM +2 Mar 12, 2025 • 495
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Paper • 2502.05171 • Published Feb 7, 2025 • 154
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training Paper • 2501.17161 • Published Jan 28, 2025 • 125
SmolVLM 256M & 500M Collection Collection for models & demos for even smoller SmolVLM release • 11 items • Updated Mar 2 • 84
LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning Paper • 2410.02884 • Published Oct 3, 2024 • 54
SmolLM2 Collection State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated May 5, 2025 • 305
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning Paper • 2406.12050 • Published Jun 17, 2024 • 19
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking Paper • 2403.09629 • Published Mar 14, 2024 • 79
Stream of Search (SoS): Learning to Search in Language Paper • 2404.03683 • Published Apr 1, 2024 • 30
Llama-3.1-Nemotron-70B Collection SOTA models on Arena Hard and RewardBench as of 1 Oct 2024. • 6 items • Updated 3 days ago • 156
Qwen2.5-Coder Collection Code-specific model series based on Qwen2.5 • 38 items • Updated Mar 2 • 361
Training Language Models to Self-Correct via Reinforcement Learning Paper • 2409.12917 • Published Sep 19, 2024 • 140
LLM Reasoning Papers Collection Papers to improve reasoning capabilities of LLMs • 20 items • Updated Jan 15, 2025 • 122
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Paper • 2408.07199 • Published Aug 13, 2024 • 22
view article Article ColPali: Efficient Document Retrieval with Vision Language Models 👀 Jul 5, 2024 • 317