Research

Hugging Face Daily Papers3d ago

Towards Looped Models Done Right, Part I: Topology, Input Injection, Recurrent-State Design

Hugging Face Daily Papers3d ago

GlobeBench: Evaluating Text-Based World Model Capabilities for Scalable Environment Simulations

Hugging Face Daily Papers4d ago

SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generation

Hugging Face Daily Papers4d ago

MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering

Hugging Face Daily Papers4d ago

Explaining the Roles of Experts in Mixture-of-Experts LLMs for Personalization

Hugging Face Daily Papers5d ago

Cortex: Consolidating Context into Parametric Memory

arXiv3d ago

ScoutRoute: Efficient Mixture-of-Experts Routing Using Internal Language Model Signals

Hugging Face Daily Papers4d ago

Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries

Hugging Face Daily Papers4d ago

Each Reward to Its Relevant Tokens: Reward-Specific Token-Level Credit Assignment for Multi-Reward RL

Hugging Face Daily Papers6d ago

AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards

arXiv3d ago

Local proxies for memory-efficient training

arXiv3d ago

Agentic In-Context Learning: What Algorithms Can Transformers Learn in Closed-Loop Interaction?

Hugging Face Daily Papers5d ago

LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation

Hugging Face Daily Papers4d ago

PathFM: Fast Generative Forecasting of Multivariate Trajectories

arXiv3d ago

What Accuracy Hides In Learned Transformer Programs

Hugging Face Daily Papers5d ago

ReaDy: Recurrent States as Dynamic Context for Speculative Drafting in Hybrid Linear Attention Large Language Models

Hugging Face Daily Papers4d ago

Trajectory-Level Speculation with Semantic Verification for Tool-Using Agents

arXiv3d ago

Causal Latent Workspaces for Looped Transformers

Hugging Face Daily Papers4d ago

When the KV Cache Is Slower Than the GPU: Scaling Remote KV Tiers for Context-Parallel Prefill

arXiv4d ago

RSIFlow: Adaptive Self-Improvement Workflows with an Evolving Meta-Agent

Hugging Face Daily Papers4d ago

Intern-Decision: Efficient Multimodal Decision Making with Autoregressive Masked Language Modeling

Hugging Face Daily Papers5d ago

Your Transformer Is Secretly Elastic

Hugging Face Daily Papers4d ago

AutoSFT: An Agentic System for Automated Data Research in Supervised Fine-Tuning

arXiv4d ago

Designing Transformers for Continuous Diffusion Language Models

arXiv4d ago

Decomposing Brain-LLM Alignment with Interpretable Semantic Representations

Hugging Face Daily Papers4d ago

Selection Is Not Learning: Choosing Model Futures

arXiv4d ago

ABNAT: Attention-Based Noise-Aware Training for Robust Transformers on Analog Compute-in-Memory Systems

arXiv4d ago

Pearl-Chat: Engineering a native Luganda language model from first principles in JAX and Flax NNX

Hugging Face Daily Papers5d ago

DAGFormer: Global Topology Prediction for Transformer Cross-Layer Connections

arXiv4d ago

Rethinking Routing Exploration in Modern Mixture-of-Experts

arXiv4d ago

Dynamic ordering in sequence generation in Transformers: experiments on low-resource Tagging scenarios

arXiv4d ago

Multi-sourced AI Tutor for Non-Native English Speaker Students

arXiv4d ago

RAG-RST: Retrieved Exemplars as In-Context Discourse Schema for RST Parsing

Hugging Face Daily Papers4d ago

Lexical Reference Frames: Interpreting LM Residual Streams in Native Semantics

arXiv4d ago

Priming Base Models for Agentic Post-Training: An Open Midtraining Recipe

arXiv4d ago

TEM: Temporal State Tracking Memory for Large Language Model Agents

arXiv4d ago

RoleQ: Role-Aligned Scales for Converting Language Models to Ternary

Hugging Face Daily Papers4d ago

Mine, Sample, Render: Test-Time Diversity Alignment Of Generative Models

Hugging Face Daily Papers5d ago

The COUNT: Counting N-grams Unlocks Scaling on Host Memory and Training-Free Adaptation