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upvoted 6 papers 30 days ago

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

Paper • 2610.11959 • Published Oct 8 • 84

Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards

Paper • 2610.18868 • Published Oct 13 • 48

Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents

Paper • 2610.20344 • Published Oct 14 • 47

SoftwareGym: Scaling Computer-Use Agent Training with Diverse Synthesized Software Environments

Paper • 2610.12611 • Published Oct 8 • 85

Scaling Agentic Data for Long-Horizon Terminal Intelligence

Paper • 2610.13166 • Published Oct 9 • 128

Data World: Scaling Data Environments from Scratch

Paper • 2610.21656 • Published Oct 15 • 38

liked a Space about 1 month ago

Running

282

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

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282

Building and scaling RL environments for LLM training

upvoted an article about 1 month ago

view article

Article

Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries

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• +7

aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, nouamanetazi, lvwerra, sergiopaniego

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Mar 10

• 199

upvoted 2 papers about 1 month ago

Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite

Paper • 2610.02826 • Published Oct 2 • 38

Mechanics of Long-Context Hybrid Models Part 1.1: From Hybrid Attention to Hybrid Position

Paper • 2610.10114 • Published Oct 7 • 18

upvoted 6 papers about 2 months ago

Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms

Paper • 2609.27321 • Published Sep 23 • 16

StepAudio 3 Gen Technical Report

Paper • 2609.12945 • Published Sep 11 • 96

StepAudio 3 Music Technical Report

Paper • 2609.16034 • Published Sep 11 • 90

StepAudio 3 Realtime Technical Report

Paper • 2609.14005 • Published Sep 12 • 110

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

Paper • 2609.19969 • Published Sep 17 • 208

CodeMidas: Scaling Agentic Coding RL Environments from Code Itself

Paper • 2609.22068 • Published Sep 18 • 117

liked a Space about 2 months ago

Running

375

Evaluation Guidebook

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375

Explore LLM benchmark score trends over time

liked a dataset about 2 months ago

allenai/dolma

Updated Apr 17, 2024 • 2.82k • 1.11k

upvoted a collection 2 months ago

UltraData

Collection

Ultra Scale, Ultra Quality, Ultra Coverage • 20 items • Updated Oct 9 • 87

liked a Space 2 months ago

Running

Featured

1.47k

FineWeb: decanting the web for the finest text data at scale

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1.47k

Explore the FineWeb dataset and its creation process