…By illuminating both potential and bottlenecks, our study establishes autonomous data engineering as a measurable capability and charts a path toward agent-driven model specialization Code will be released at https://github…
…We release OCC-RAG-0.6B and OCC-RAG-1.7B, both mid-trained on this corpus. The models produce structured reasoning traces with source citations grounded in literal quotes from the…
…weak models benefit little, mid-tier models benefit the most, and strong models benefit less than mid-tier models. The paper further shows that weak models often fail to activate relevant harness…
…The performance of agent systems built on LLMs depends on both the model weights and the harness around them, which governs what information to store, retrieve, and present to the model. For…
…two stages ( supervised fine-tuning followed by RLVR ), yielding two released variants: an Instruct model that answers directly and a Thinking model that emits an explicit reasoning trace before its final answer…
…released to support independent replication and extension. View arXiv page View PDF Project page GitHub 1 Add to collection Community ShapeCodeBench is a synthetic multimodal benchmark for perception-to-program reconstruction: models…
…These results show that long-horizon, native-runtime agent evaluation remains a far-from-resolved task for current frontier models. We release the tasks, code, and containerized tooling to support reproducible evaluation…
…model evaluation . Across modern video generators, our results expose a persistent gap between visual plausibility and world reasoning: videos can look convincing while failing dynamics, causality, or information preservation. We will release…
Sensational release! Are the MobileNet-v5 weights coming to https://huggingface.co/timm ? Are there any results on the performance of this model (the vision encoder only) to inspect? Thank you all…
…Evaluating Multimodal Large Language Models on Real-World University-Level STEM Student Handwritten Solutions Published on Apr 30 Submitted by Weiyu Sun on May 8 Authors: Weiyu Sun , , , , , Abstract EDU-CIRCUIT-HW…