HUMAN-WRITTEN & LEGALLY-SOURCED* Collection Datasets written by humans and/or reverse-engineered from text with deterministic algorithms. No illegal scraping or unethical synthesis *...mostly. • 170 items • Updated about 3 hours ago • 7
HUMAN-WRITTEN & LEGALLY-SOURCED* Collection Datasets written by humans and/or reverse-engineered from text with deterministic algorithms. No illegal scraping or unethical synthesis *...mostly. • 170 items • Updated about 3 hours ago • 7
ProbabilityBench: Model Evaluation and Calibration with Exact Ground-Truth Uncertainty Paper • 2610.17016 • Published 7 days ago • 11
WTF GENIUS PAPERS Collection Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 476 items • Updated about 22 hours ago • 101
FreeSolo: Linear-time Sparse Attention with Zero-Shot Length Extrapolation Paper • 2610.17191 • Published 7 days ago • 12
WTF GENIUS PAPERS Collection Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 476 items • Updated about 22 hours ago • 101
History Replays Itself: Unleashing Long-Context Capability in Linear Attention Paper • 2610.15715 • Published 8 days ago • 17
WTF GENIUS PAPERS Collection Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 476 items • Updated about 22 hours ago • 101
Learning to Read Out: Unembedding Dynamics in Language Model Pretraining Paper • 2610.21025 • Published 5 days ago • 3
WTF GENIUS PAPERS Collection Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 476 items • Updated about 22 hours ago • 101
LeanPRM: Lean-Grounded Process Supervision for Natural Language Proof Verification Paper • 2610.17697 • Published 6 days ago • 5
WTF GENIUS PAPERS Collection Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 476 items • Updated about 22 hours ago • 101
Many Right Answers, One Training Example: Removing Responder Noise from GRPO for LLM Recommenders Paper • 2610.17771 • Published 6 days ago • 71 • 4
WTF GENIUS PAPERS Collection Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 476 items • Updated about 22 hours ago • 101
KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization Paper • 2610.14448 • Published 9 days ago • 36
WTF GENIUS PAPERS Collection Papers that made me appreciate my major and my life a little more. obs=Observation, innov=Innovation. Most papers are abt improving tiny models. • 476 items • Updated about 22 hours ago • 101
Many Right Answers, One Training Example: Removing Responder Noise from GRPO for LLM Recommenders Paper • 2610.17771 • Published 6 days ago • 71