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upvoted 12 papers 1 day ago

Post-Training Frontier Text-to-Image Models by Composing Preference and Rubric Rewards

Paper • 2610.02967 • Published 9 days ago • 26

From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation

Paper • 2610.06100 • Published 6 days ago • 126

From Prompting to Composing: A Spatial Canvas Interface for Poster Generation

Paper • 2610.12230 • Published 3 days ago • 8

Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks

Paper • 2610.11794 • Published 3 days ago • 28

Foundations of Large Language Models

Paper • 2501.09223 • Published 3 days ago • 38

VibeEdit: Image Editing with Canvas Instructions

Paper • 2610.12229 • Published 3 days ago • 15

OuroWorld: Bringing Any 3D World Alive as Diverse, Endlessly Looping 3D Cinemagraphs

Paper • 2610.12461 • Published 3 days ago • 37

MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement

Paper • 2610.11959 • Published 3 days ago • 65

SuperNav: An Agentic Navigation System for Any Task in Any Scene

Paper • 2610.12126 • Published 3 days ago • 67

TokenRouter: Efficient Serving System for Token-Level LLM Routing

Paper • 2610.12242 • Published 3 days ago • 124

Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments?

Paper • 2610.08215 • Published 3 days ago • 132

AgentGarten: Code Worlds for Evolving Agents

Paper • 2610.12374 • Published 3 days ago • 145

upvoted an article 1 day ago

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Article

Transformers now runs llama.cpp quants

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• +1

marcsun13, ArthurZ, lysandre

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19 days ago

• 105

upvoted a paper 1 day ago

World Embedding Benchmark

Paper • 2610.03632 • Published 9 days ago • 55

liked a Space 1 day ago

Running

259

The ultimate guide to RL environments: building and scaling them in the LLM era

📝

259

Building and scaling RL environments for LLM training

upvoted 5 papers 1 day ago

DecepEval: A Benchmark for Evaluating Deception in LLM Agents

Paper • 2610.07967 • Published 5 days ago • 74

Questioning the Questions: Sustaining Self-Evolution in Reasoning Models

Paper • 2610.04299 • Published 8 days ago • 70

Long-WAM: Scaling the Context of World-Action Models

Paper • 2610.10528 • Published 4 days ago • 103

UltraText Bench: A Comprehensive Bilingual Benchmark for Evaluating Visual Text Rendering in Image Generation

Paper • 2610.09823 • Published 4 days ago • 153

The Past Frames the Future: Memory for Autoregressive Video Generation

Paper • 2609.28466 • Published 18 days ago • 65