view article Article Tokenization in Transformers v5: Simpler, Clearer, and More Modular +4 8 days ago • 74
Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning Paper • 2512.10534 • Published 14 days ago • 31
One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation Paper • 2512.07829 • Published 17 days ago • 21
view article Article MiniGuard-v0.1: Prem's Guardrail Model Redefining the Pareto Frontier 13 days ago • 21
CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning Paper • 2511.18659 • Published Nov 24 • 18
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23 • 273
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published 24 days ago • 93
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published 17 days ago • 74
view article Article Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance 16 days ago • 81
Tarka Embed V1 Collection Efficient DFKD embeddings for language understanding • 5 items • Updated 8 days ago • 6
view article Article LightOnOCR-1B: The Case for End-to-End and Efficient Domain-Specific Vision-Language Models for OCR Oct 23 • 62