HuggingFace
PRM-as-a-Judge 1.5: A Toolkit for Robot Process Assessment
Fine-grained robotic evaluation matters for understanding embodied models, going beyond binary success rates and rule...
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HuggingFace
Latent On-Policy Self-Distillation
Enabling agents to learn from experience and internalize it into their policy has become a central problem in self-ev...
HuggingFace
Second Thought: Reasoning in Parallel as LLM Agents Act and Observe
LLM agents in the ReAct paradigm alternate between reasoning, acting, and observing, but deliberate reasoning is conf...
HuggingFace
Forecast Collapse in Time-Series Foundation Models
When forecasting hourly returns for 1,000 US equities, we observe an unexpected phenomenon: predictions become nearly...
HuggingFace
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations
Large Vision-Language Models (LVLMs) achieve impressive visual reasoning and dialogue capabilities, yet frequently ha...
HuggingFace
LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure
Modern language models are trained on heterogeneous web-scale text corpora. Consequently, studying knowledge and skil...
HuggingFace
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning
On-policy distillation (OPD) offers a promising way to transfer reasoning capabilities from stronger teacher models, ...
HuggingFace
Self-Supervised Visual On-Policy Distillation
Visual on-policy distillation relies heavily on an informative teacher-student asymmetry, through either a larger, st...
HuggingFace
UNMASK: Discovering and Causally Verifying Spurious Shortcuts in Text Classifiers
Neural language models trained on large crowdsourced corpora frequently exploit spurious surface patterns tied to tar...
HuggingFace
A Pathway to General-Purpose Scientific AI: Multimodal Comprehension of Scientific Images
Scientific figures and tables encode essential experimental evidence, yet remain difficult for digital libraries and ...
GitHub
[GitHub] rasbt/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step（⭐102694）
HuggingFace
Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review
This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by an AI coding...