PUMA Collection The official repository of the paper: Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models • 3 items • Updated May 25 • 2
Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models Paper • 2605.17672 • Published May 17 • 23
Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering Paper • 2605.29648 • Published May 28 • 10
Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering Paper • 2605.29648 • Published May 28 • 10
PUMA Collection The official repository of the paper: Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models • 3 items • Updated May 25 • 2
Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models Paper • 2605.17672 • Published May 17 • 23
Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models Paper • 2605.17672 • Published May 17 • 23
Nemotron RAG Collection Set of tools to build retrieval-augmented generation (RAG) systems, improve search and ranking accuracy, and extract structured data from complex docs • 12 items • Updated 1 day ago • 95
jina-embeddings-v5-text Collection Our 5th-gen embeddings: two lightweight multilingual models with SOTA performance in retrieval, matching, clustering, and classification. • 29 items • Updated Feb 27 • 41
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning Paper • 2602.10560 • Published Feb 11 • 31