Embeddings Are Overpriced? A Frozen 16 MB Vocabulary for Small and Ternary Language Models Paper • 2610.22428 • Published 7 days ago • 17 • 4
OPMD: On-Policy Mechanism Distillation Beyond Output Supervision Paper • 2610.14022 • Published 23 days ago • 15 • 3
Towards Looped Models Done Right, Part I: Topology, Input Injection, Recurrent-State Design Paper • 2610.23036 • Published 6 days ago • 14 • 3
Many Right Answers, One Training Example: Removing Responder Noise from GRPO for LLM Recommenders Paper • 2610.17771 • Published 9 days ago • 80 • 4
Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 14 days ago • 244 • 8
Recursive Self-Improvement through Multi-Agent Self-Supervision Paper • 2610.12176 • Published 14 days ago • 4 • 1
Latent-MOPD: Latent Multi-Teacher On-Policy Distillation Paper • 2610.02381 • Published 21 days ago • 71 • 3
JEV-as-a-Judge: Accept When Confident, Escalate When Unsure Paper • 2609.26550 • Published 30 days ago • 44 • 4
Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling Paper • 2609.19499 • Published Sep 16 • 37 • 4
ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and Agentic Search Paper • 2609.13356 • Published Sep 11 • 312 • 8
Thinking in a Low-Resource Language: What SFT Builds, What RL Fixes, What Accuracy Cannot See Paper • 2608.17744 • Published Aug 18 • 16 • 3
Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains Paper • 2608.05138 • Published Aug 5 • 32 • 3
MameLoshnLM: Yiddish Language Model and Evaluation Benchmark Paper • 2608.05850 • Published Aug 6 • 23 • 3
MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis Paper • 2607.27146 • Published Jul 29 • 30 • 3
MobileLLM-R1: Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes Paper • 2509.24945 • Published Sep 29, 2025 • 7 • 1
Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel Paper • 2607.14431 • Published Jul 15 • 7 • 7