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Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Paper • 2502.05171 • Published Feb 7 • 142
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SmolVLM 256M & 500M Collection Collection for models & demos for even smoller SmolVLM release • 12 items • Updated May 5 • 77
LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning Paper • 2410.02884 • Published Oct 3, 2024 • 55
SmolLM2 Collection State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated May 5 • 266
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 • 78
Stream of Search (SoS): Learning to Search in Language Paper • 2404.03683 • Published Apr 1, 2024 • 32
Llama-3.1-Nemotron-70B Collection SOTA models on Arena Hard and RewardBench as of 1 Oct 2024. • 6 items • Updated 2 days ago • 155
Qwen2.5-Coder Collection Code-specific model series based on Qwen2.5 • 40 items • Updated Apr 28 • 319
Training Language Models to Self-Correct via Reinforcement Learning Paper • 2409.12917 • Published Sep 19, 2024 • 139
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Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Paper • 2408.07199 • Published Aug 13, 2024 • 21
view article Article ColPali: Efficient Document Retrieval with Vision Language Models 👀 By manu • Jul 5, 2024 • 259
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes Paper • 2306.13649 • Published Jun 23, 2023 • 22