HuggingFace

Every Coin Has Two Sides: On the Dual Nature of Generalization in On-Policy Distillation of Large Language Models

On-policy distillation (OPD) transfers teacher capabilities by supervising trajectories sampled from the student's ow...

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2026-08-24
HuggingFace

EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking

Real-world image search queries are multimodal and compositional: ``find this shirt in pink'' specifies an entity to ...

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2026-08-24
HuggingFace

Daedalus-150M: A Convolution-Attention Hybrid Designed for CPU Inference

Small language models are usually built like large ones and then squeezed onto a CPU afterwards. We did the opposite:...

AI 聚合
2026-08-24
HuggingFace

UniSpace: Unified Visual Representation and Scalable Multimodal Modeling

Semantic vision encoders have become a central visual interface for multimodal understanding and semantic conditionin...

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2026-08-24
HuggingFace

Thinking in a Low-Resource Language: What SFT Builds, What RL Fixes, What Accuracy Cannot See

Take three frontier mixture-of-experts models (Alibaba, OpenAI, NVIDIA; 3.6-4.0B active parameters each) and fine-tun...

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2026-08-22
HuggingFace

CoToGrasp: Contact-Topology-Conditioned Dexterous Grasp Synthesis via Canonical Workspace Learning

Current dexterous grasp planners primarily optimize for physical stability, focusing on whether an object can be gras...

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2026-08-22
HuggingFace

GOAG: Generative and Object-Agnostic Grasp Planner for Dexterous Robotic Manipulation

Multifingered grasping is a crucial robotic skill, but current deep-learning grasp planners often struggle to general...

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2026-08-22
HuggingFace

Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses

Modern LLM agents are often improved by modifying prompts, tools, or workflows manually, while the executable scaffol...

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2026-08-22
HuggingFace

QuoteBench: How Matched Scores Can Hide Command-Path Failures

LLM coding agents issue Bash commands through interfaces that may serialize, wrap, and reparse model output. Matched ...

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2026-08-22
HuggingFace

τ_0-VLA: a Hierarchical Robot Foundation Model with World-Model-Guided Test-Time Computation

Long-horizon robot manipulation requires a robot to both execute individual skills reliably and sequence them coheren...

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2026-08-22
HuggingFace

The Embedder's Dilemma: LLMs Are Better, but at What Cost?

Should you replace your text-embedding pipeline with a large language model? We answer this with a controlled, cost-a...

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2026-08-22
HuggingFace

TinyCast: Probabilistic Zero-Shot Forecasting with Computed Periodicity

We introduce TinyCast, an attention-free zero-shot forecaster that emits a predictive distribution from 146,505 param...

AI 聚合
2026-08-22
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