lusxvr/nanoVLM-222M
Image-Text-to-Text
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0.2B
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Updated
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764
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94
Library
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Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Paper • 2503.09516 • Published • 35 -
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Paper • 2505.24863 • Published • 96 -
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning
Paper • 2505.17667 • Published • 89 -
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Paper • 2505.24864 • Published • 133 -
AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning
Paper • 2505.24298 • Published • 27 -
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 • 44 -
One RL to See Them All: Visual Triple Unified Reinforcement Learning
Paper • 2505.18129 • Published • 60 -
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models
Paper • 2505.14810 • Published • 63 -
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
Paper • 2505.16410 • Published • 57 -
JULI: Jailbreak Large Language Models by Self-Introspection
Paper • 2505.11790 • Published -
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
Paper • 2505.13438 • Published • 36 -
Reward Reasoning Model
Paper • 2505.14674 • Published • 36 -
RM-R1: Reward Modeling as Reasoning
Paper • 2505.02387 • Published • 78 -
CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models
Paper • 2505.12504 • Published • 24 -
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 • 26 -
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 • 33 -
MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs
Paper • 2506.01674 • Published • 28 -
CodeContests+: High-Quality Test Case Generation for Competitive Programming
Paper • 2506.05817 • Published • 9 -
FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion
Paper • 2506.01111 • Published • 30 -
Reinforcement Pre-Training
Paper • 2506.08007 • Published • 253 -
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 • 74 -
BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation
Paper • 2506.07530 • Published • 20 -
Solving Inequality Proofs with Large Language Models
Paper • 2506.07927 • Published • 20 -
Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better
Paper • 2506.09040 • Published • 35 -
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 • 29 -
Magistral
Paper • 2506.10910 • Published • 63 -
Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team
Paper • 2506.14234 • Published • 40 -
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
Paper • 2506.14702 • Published • 4 -
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
Paper • 2506.06962 • Published • 29 -
DoTA-RAG: Dynamic of Thought Aggregation RAG
Paper • 2506.12571 • Published • 50 -
syftr: Pareto-Optimal Generative AI
Paper • 2505.20266 • Published -
Scaling Test-time Compute for LLM Agents
Paper • 2506.12928 • Published • 61 -
LoRA-Edit: Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
Paper • 2506.10082 • Published • 9 -
General-Reasoner: Advancing LLM Reasoning Across All Domains
Paper • 2505.14652 • Published • 23 -
Optimizing Length Compression in Large Reasoning Models
Paper • 2506.14755 • Published • 11 -
UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation
Paper • 2506.17202 • Published • 10 -
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
Paper • 2506.18896 • Published • 28 -
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding
Paper • 2506.16035 • Published • 86 -
Robust Reward Modeling via Causal Rubrics
Paper • 2506.16507 • Published • 9 -
LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion
Paper • 2507.02813 • Published • 59 -
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model
Paper • 2507.01953 • Published • 19 -
Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective
Paper • 2506.17930 • Published • 19 -
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
Paper • 2506.24119 • Published • 46 -
katanemo/Arch-Router-1.5B
Text Generation • 2B • Updated • 1.07k • 76 -
Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky
Paper • 2507.03336 • Published • 5 -
SingLoRA: Low Rank Adaptation Using a Single Matrix
Paper • 2507.05566 • Published • 108 -
CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization
Paper • 2507.06181 • Published • 40 -
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs
Paper • 2507.05687 • Published • 26 -
Coding Triangle: How Does Large Language Model Understand Code?
Paper • 2507.06138 • Published • 20 -
High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning
Paper • 2507.05920 • Published • 11 -
RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs
Paper • 2507.03253 • Published • 18 -
Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs
Paper • 2507.07996 • Published • 31 -
Lumos-1: On Autoregressive Video Generation from a Unified Model Perspective
Paper • 2507.08801 • Published • 29 -
A Survey of Context Engineering for Large Language Models
Paper • 2507.13334 • Published • 230 -
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
Paper • 2507.15061 • Published • 47 -
AnyCap Project: A Unified Framework, Dataset, and Benchmark for Controllable Omni-modal Captioning
Paper • 2507.12841 • Published • 39 -
Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning
Paper • 2507.16784 • Published • 113 -
MUR: Momentum Uncertainty guided Reasoning for Large Language Models
Paper • 2507.14958 • Published • 45 -
Does More Inference-Time Compute Really Help Robustness?
Paper • 2507.15974 • Published • 6 -
RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback
Paper • 2507.15024 • Published • 13 -
ObjectGS: Object-aware Scene Reconstruction and Scene Understanding via Gaussian Splatting
Paper • 2507.15454 • Published • 7 -
Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models
Paper • 2507.14241 • Published • 16 -
TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
Paper • 2507.18537 • Published • 17 -
Being-H0: Vision-Language-Action Pretraining from Large-Scale Human Videos
Paper • 2507.15597 • Published • 33 -
A Simple "Try Again" Can Elicit Multi-Turn LLM Reasoning
Paper • 2507.14295 • Published • 13 -
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction
Paper • 2507.15852 • Published • 37 -
FLEXITOKENS: Flexible Tokenization for Evolving Language Models
Paper • 2507.12720 • Published • 8 -
RiemannLoRA: A Unified Riemannian Framework for Ambiguity-Free LoRA Optimization
Paper • 2507.12142 • Published • 36 -
Replacing thinking with tool usage enables reasoning in small language models
Paper • 2507.05065 • Published • 14 -
Lizard: An Efficient Linearization Framework for Large Language Models
Paper • 2507.09025 • Published • 16 -
MemOS: A Memory OS for AI System
Paper • 2507.03724 • Published • 144 -
Agentic Reinforced Policy Optimization
Paper • 2507.19849 • Published • 125 -
Deep Researcher with Test-Time Diffusion
Paper • 2507.16075 • Published • 53 -
SmallThinker: A Family of Efficient Large Language Models Natively Trained for Local Deployment
Paper • 2507.20984 • Published • 51 -
MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents
Paper • 2507.19478 • Published • 28 -
Geometric-Mean Policy Optimization
Paper • 2507.20673 • Published • 30 -
UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities
Paper • 2507.19766 • Published • 13 -
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
Paper • 2507.22607 • Published • 37 -
Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models
Paper • 2508.00819 • Published • 44