lusxvr/nanoVLM-222M
Image-Text-to-Text
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0.2B
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Updated
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2.21k
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89
Library
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Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Paper • 2503.09516 • Published • 32 -
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Paper • 2505.24863 • Published • 94 -
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning
Paper • 2505.17667 • Published • 87 -
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Paper • 2505.24864 • Published • 131 -
AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning
Paper • 2505.24298 • Published • 25 -
GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
Paper • 2505.20355 • Published • 36 -
Interleaved Reasoning for Large Language Models via Reinforcement Learning
Paper • 2505.19640 • Published • 13 -
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow
Paper • 2505.17399 • Published • 14 -
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
Paper • 2505.19914 • Published • 42 -
One RL to See Them All: Visual Triple Unified Reinforcement Learning
Paper • 2505.18129 • Published • 59 -
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models
Paper • 2505.14810 • Published • 61 -
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
Paper • 2505.16410 • Published • 56 -
JULI: Jailbreak Large Language Models by Self-Introspection
Paper • 2505.11790 • Published -
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
Paper • 2505.13438 • Published • 35 -
Reward Reasoning Model
Paper • 2505.14674 • Published • 35 -
RM-R1: Reward Modeling as Reasoning
Paper • 2505.02387 • Published • 77 -
CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models
Paper • 2505.12504 • Published • 23 -
Neuro-Symbolic Query Compiler
Paper • 2505.11932 • Published • 16 -
Ψ-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models
Paper • 2506.01320 • Published • 16 -
Aligning Latent Spaces with Flow Priors
Paper • 2506.05240 • Published • 25 -
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics
Paper • 2506.00070 • Published • 28 -
A Controllable Examination for Long-Context Language Models
Paper • 2506.02921 • Published • 32 -
MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs
Paper • 2506.01674 • Published • 27 -
CodeContests+: High-Quality Test Case Generation for Competitive Programming
Paper • 2506.05817 • Published • 8 -
FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion
Paper • 2506.01111 • Published • 29 -
Reinforcement Pre-Training
Paper • 2506.08007 • Published • 234 -
GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior
Paper • 2506.08012 • Published • 7 -
Dreamland: Controllable World Creation with Simulator and Generative Models
Paper • 2506.08006 • Published • 7 -
Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance
Paper • 2506.06444 • Published • 72 -
BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation
Paper • 2506.07530 • Published • 18 -
Solving Inequality Proofs with Large Language Models
Paper • 2506.07927 • Published • 20 -
Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better
Paper • 2506.09040 • Published • 34 -
Through the Valley: Path to Effective Long CoT Training for Small Language Models
Paper • 2506.07712 • Published • 18 -
Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework
Paper • 2506.02454 • Published • 5 -
Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
Paper • 2506.04614 • Published • 16 -
Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning
Paper • 2506.06205 • Published • 28 -
Magistral
Paper • 2506.10910 • Published • 60 -
Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team
Paper • 2506.14234 • Published • 38 -
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
Paper • 2506.14702 • Published • 3 -
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
Paper • 2506.06962 • Published • 28 -
DoTA-RAG: Dynamic of Thought Aggregation RAG
Paper • 2506.12571 • Published • 47 -
syftr: Pareto-Optimal Generative AI
Paper • 2505.20266 • Published -
Scaling Test-time Compute for LLM Agents
Paper • 2506.12928 • Published • 58 -
LoRA-Edit: Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
Paper • 2506.10082 • Published • 8 -
General-Reasoner: Advancing LLM Reasoning Across All Domains
Paper • 2505.14652 • Published • 22 -
Optimizing Length Compression in Large Reasoning Models
Paper • 2506.14755 • Published • 10 -
UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation
Paper • 2506.17202 • Published • 9 -
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
Paper • 2506.18896 • Published • 26 -
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding
Paper • 2506.16035 • Published • 79