microsoft/bitnet-b1.58-2B-4T
Text Generation • Updated • 14.9k • 1.39k
Models
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M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models
Paper • 2504.10449 • Published • 15 -
nvidia/Llama-3.1-Nemotron-8B-UltraLong-2M-Instruct
Text Generation • 8B • Updated • 28 • 15 -
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Paper • 2504.11536 • Published • 63 -
ByteDance-Seed/UI-TARS-1.5-7B
Image-Text-to-Text • 8B • Updated • 141k • 529 -
facebook/Perception-LM-8B
Image-Text-to-Text • 10B • Updated • 2.34k • 66 -
Menlo/ReZero-v0.1-llama-3.2-3b-it-grpo-250404
Text Generation • Updated • 219 • 63 -
nvidia/Nemotron-ClimbLab
Viewer • Updated • 1.1B • 10.5k • 37 -
internlm/OREAL-7B
Text Generation • 8B • Updated • 14 • • 20 -
internlm/OREAL-32B
Text Generation • Updated • 13 • 24 -
Magma: A Foundation Model for Multimodal AI Agents
Paper • 2502.13130 • Published • 58 -
Skywork/Skywork-R1V2-38B
Image-Text-to-Text • 38B • Updated • 101 • 124 -
nvidia/OpenMath-Nemotron-14B-Kaggle
Text Generation • 15B • Updated • 210 • • 19 -
nvidia/OpenMath-Nemotron-32B
Text Generation • Updated • 91 • • 30 -
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU
Paper • 2502.08910 • Published • 149 -
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning
Paper • 2505.01441 • Published • 39 -
Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning
Paper • 2505.07263 • Published • 30 -
MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining
Paper • 2505.07608 • Published • 82 -
Unified Continuous Generative Models
Paper • 2505.07447 • Published • 42 -
Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models
Paper • 2505.02847 • Published • 30 -
DeepCritic: Deliberate Critique with Large Language Models
Paper • 2505.00662 • Published • 54 -
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning
Paper • 2505.04601 • Published • 29 -
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
Paper • 2505.04253 • Published • 14 -
ZeroSearch: Incentivize the Search Capability of LLMs without Searching
Paper • 2505.04588 • Published • 65 -
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Paper • 2505.03335 • Published • 191 -
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
Paper • 2505.02391 • Published • 25 -
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models
Paper • 2505.02735 • Published • 33 -
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
Paper • 2505.03318 • Published • 94 -
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts
Paper • 2504.21117 • Published • 26 -
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes
Paper • 2504.11544 • Published • 44 -
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations
Paper • 2504.13816 • Published • 18 -
System Prompt Optimization with Meta-Learning
Paper • 2505.09666 • Published • 71 -
Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models
Paper • 2505.10554 • Published • 120 -
TTRL: Test-Time Reinforcement Learning
Paper • 2504.16084 • Published • 122 -
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
Paper • 2504.16074 • Published • 36 -
OTC: Optimal Tool Calls via Reinforcement Learning
Paper • 2504.14870 • Published • 35 -
I-Con: A Unifying Framework for Representation Learning
Paper • 2504.16929 • Published • 30 -
WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
Paper • 2504.15785 • Published • 22 -
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning
Paper • 2505.08617 • Published • 42 -
Chain-of-Model Learning for Language Model
Paper • 2505.11820 • Published • 121 -
Visual Agentic Reinforcement Fine-Tuning
Paper • 2505.14246 • Published • 32 -
Improving Assembly Code Performance with Large Language Models via Reinforcement Learning
Paper • 2505.11480 • Published • 8 -
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
Paper • 2505.11896 • Published • 58 -
Simple Semi-supervised Knowledge Distillation from Vision-Language Models via texttt{D}ual-texttt{H}ead texttt{O}ptimization
Paper • 2505.07675 • Published • 21 -
nvidia/parakeet-tdt-0.6b-v2
Automatic Speech Recognition • Updated • 166k • 1.44k -
PrimeIntellect/INTELLECT-2
33B • Updated • 45 • 205 -
PrimeIntellect/INTELLECT-2-RL-Dataset
Viewer • Updated • 285k • 98 • 66 -
allenai/olmOCR-7B-0225-preview
Image-Text-to-Text • 8B • Updated • 62.8k • 700 -
JetBrains/Mellum-4b-sft-python
Text Generation • 4B • Updated • 1.05k • 55 -
JetBrains/Mellum-4b-base
Text Generation • 4B • Updated • 2.75k • 439 -
ibm-granite/granite-4.0-tiny-base-preview
Text Generation • 7B • Updated • 33 • 33 -
ibm-granite/granite-4.0-tiny-preview
Text Generation • Updated • 40.5k • 183 -
reasonir/ReasonIR-8B
Feature Extraction • Updated • 1.45k • 53 -
ServiceNow-AI/Apriel-Nemotron-15b-Thinker
Text Generation • Updated • 65 • 125 -
Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning
Paper • 2505.13866 • Published • 17 -
facebook/KernelLLM
Text Generation • Updated • 395 • • 194 -
ZeroGUI: Automating Online GUI Learning at Zero Human Cost
Paper • 2505.23762 • Published • 45 -
reducto/RolmOCR
Image-Text-to-Text • 8B • Updated • 85k • 584 -
Large Language Models are Locally Linear Mappings
Paper • 2505.24293 • Published • 14 -
nvidia/Nemotron-Research-Reasoning-Qwen-1.5B
Text Generation • Updated • 3.06k • 240 -
rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset
Paper • 2505.21297 • Published • 30 -
Qwen/Qwen3-Reranker-8B
Text Ranking • 8B • Updated • 216k • 215 -
lerobot/smolvla_base
Robotics • Updated • 61.7k • 352 -
DiffDecompose: Layer-Wise Decomposition of Alpha-Composited Images via Diffusion Transformers
Paper • 2505.21541 • Published • 7 -
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning
Paper • 2505.23380 • Published • 22 -
Interleaved Reasoning for Large Language Models via Reinforcement Learning
Paper • 2505.19640 • Published • 15 -
nvidia/Llama-3.1-Nemotron-Nano-4B-v1.1
Text Generation • 5B • Updated • 5.05k • 113 -
Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models
Paper • 2505.17225 • Published • 64 -
nvidia/AceReason-Nemotron-14B
Text Generation • 15B • Updated • 18.7k • • 96 -
MMaDA: Multimodal Large Diffusion Language Models
Paper • 2505.15809 • Published • 98 -
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Paper • 2504.20571 • Published • 98 -
open-thoughts/OpenThinker3-7B
Text Generation • 8B • Updated • 5.09k • • 134 -
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Videos
Paper • 2506.05349 • Published • 24 -
Leaderboard: Physical Reasoning from Video
🏃48Submit model evaluations and view leaderboard results
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Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models
Paper • 2506.06395 • Published • 135 -
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
Paper • 2506.06276 • Published • 26 -
nvidia/OpenCodeReasoning-Nemotron-32B
Text Generation • 33B • Updated • 34 • 73 -
nvidia/OpenCodeReasoning-Nemotron-32B-IOI
Text Generation • 33B • Updated • 21 • • 25 -
ComfyUI-R1: Exploring Reasoning Models for Workflow Generation
Paper • 2506.09790 • Published • 53 -
Reasoning with Exploration: An Entropy Perspective
Paper • 2506.14758 • Published • 30 -
Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs
Paper • 2506.14731 • Published • 8 -
Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression
Paper • 2506.09482 • Published • 45 -
stepfun-ai/Step-Audio-AQAA
137B • Updated • 14 • 49 -
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
Paper • 2506.10128 • Published • 22 -
MiniMaxAI/MiniMax-M1-80k
Text Generation • Updated • 12.1k • • 690 -
Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence
Paper • 2506.15677 • Published • 23 -
nvidia/Cosmos-Predict2-2B-Sample-Action-Conditioned
Updated • 33 • 7 -
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
Paper • 2506.14429 • Published • 44 -
Show-o2: Improved Native Unified Multimodal Models
Paper • 2506.15564 • Published • 29 -
mistralai/Mistral-Small-3.2-24B-Instruct-2506
Updated • 484k • 573 -
MoTE: Mixture of Ternary Experts for Memory-efficient Large Multimodal Models
Paper • 2506.14435 • Published • 7 -
THU-KEG/LongWriter-Zero-32B
Text Generation • 33B • Updated • 22 • • 112 -
Menlo/Jan-nano-128k
Text Generation • 4B • Updated • 42.6k • 221 -
tencent/Hunyuan-A13B-Instruct-FP8
Text Generation • 80B • Updated • 71 • 33 -
SlimMoE: Structured Compression of Large MoE Models via Expert Slimming and Distillation
Paper • 2506.18349 • Published • 13 -
Unified Vision-Language-Action Model
Paper • 2506.19850 • Published • 28 -
Arch-Router: Aligning LLM Routing with Human Preferences
Paper • 2506.16655 • Published • 17 -
Gryphe/Codex-24B-Small-3.2
24B • Updated • 89 • 65 -
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning
Paper • 2506.19767 • Published • 15 -
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
Paper • 2506.18841 • Published • 56 -
Reward-Reasoning/RRM-32B
33B • Updated • 22 • 11 -
ReCode: Updating Code API Knowledge with Reinforcement Learning
Paper • 2506.20495 • Published • 10 -
Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models
Paper • 2506.19697 • Published • 44 -
tencent/Hunyuan-A13B-Instruct
Text Generation • Updated • 21.4k • 616 -
Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models
Paper • 2506.18945 • Published • 40 -
tngtech/DeepSeek-TNG-R1T2-Chimera
Text Generation • Updated • 3.37k • 270 -
openbmb/MiniCPM4-8B
Text Generation • 8B • Updated • 729 • 283 -
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
Paper • 2507.00432 • Published • 79 -
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Paper • 2507.01006 • Published • 252 -
HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context
Paper • 2506.21277 • Published • 14 -
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding
Paper • 2506.23219 • Published • 7 -
Teaching a Language Model to Speak the Language of Tools
Paper • 2506.23394 • Published • 3 -
HuggingFaceTB/SmolLM3-3B-Base
Text Generation • 3B • Updated • 95.6k • 151 -
HuggingFaceTB/SmolLM3-3B
Text Generation • 3B • Updated • 1.09M • 913 -
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
Paper • 2507.02608 • Published • 22 -
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
Paper • 2506.20639 • Published • 31 -
Rethinking Verification for LLM Code Generation: From Generation to Testing
Paper • 2507.06920 • Published • 29 -
GTA1: GUI Test-time Scaling Agent
Paper • 2507.05791 • Published • 27 -
VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
Paper • 2507.04590 • Published • 17 -
dphn/Dolphin-Mistral-24B-Venice-Edition
Text Generation • 24B • Updated • 7.69k • • 452 -
One Token to Fool LLM-as-a-Judge
Paper • 2507.08794 • Published • 32 -
Robust Multimodal Large Language Models Against Modality Conflict
Paper • 2507.07151 • Published • 6 -
Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
Paper • 2507.10524 • Published • 72 -
BlockFFN: Towards End-Side Acceleration-Friendly Mixture-of-Experts with Chunk-Level Activation Sparsity
Paper • 2507.08771 • Published • 10 -
Scaling Laws for Optimal Data Mixtures
Paper • 2507.09404 • Published • 37 -
A Practical Two-Stage Recipe for Mathematical LLMs: Maximizing Accuracy with SFT and Efficiency with Reinforcement Learning
Paper • 2507.08267 • Published • 11 -
KV Cache Steering for Inducing Reasoning in Small Language Models
Paper • 2507.08799 • Published • 40 -
EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes
Paper • 2507.11407 • Published • 60 -
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
Paper • 2507.09477 • Published • 88 -
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Paper • 2507.13348 • Published • 79 -
LLMalMorph: On The Feasibility of Generating Variant Malware using Large-Language-Models
Paper • 2507.09411 • Published • 4 -
Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities
Paper • 2507.13158 • Published • 24 -
naver-hyperclovax/HyperCLOVAX-SEED-Think-14B
Text Generation • Updated • 29.9k • 112 -
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
Paper • 2507.14137 • Published • 36 -
MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization
Paper • 2507.14683 • Published • 136 -
PhysicsWallahAI/Aryabhata-1.0
Text Generation • 8B • Updated • 154 • 110 -
Upsample What Matters: Region-Adaptive Latent Sampling for Accelerated Diffusion Transformers
Paper • 2507.08422 • Published • 36 -
nvidia/canary-qwen-2.5b
Automatic Speech Recognition • Updated • 127k • 399 -
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research
Paper • 2507.13300 • Published • 20 -
OpenCodeReasoning-II: A Simple Test Time Scaling Approach via Self-Critique
Paper • 2507.09075 • Published • 18 -
π^3: Scalable Permutation-Equivariant Visual Geometry Learning
Paper • 2507.13347 • Published • 67 -
EmbRACE-3K: Embodied Reasoning and Action in Complex Environments
Paper • 2507.10548 • Published • 37 -
nvidia/OpenReasoning-Nemotron-1.5B
Text Generation • 2B • Updated • 1.1k • 54 -
nvidia/OpenReasoning-Nemotron-32B
Text Generation • 33B • Updated • 62.7k • • 121 -
microsoft/Phi-4-mini-flash-reasoning
Text Generation • Updated • 1.35k • 271 -
LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
Paper • 2507.07136 • Published • 40 -
zai-org/GLM-4.5
Text Generation • 358B • Updated • 59.4k • • 1.4k -
Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance
Paper • 2507.22448 • Published • 70 -
Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving
Paper • 2507.23726 • Published • 115 -
HelloKKMe/GTA1-72B
Image-Text-to-Text • 73B • Updated • 15 • 4 -
Repair-R1: Better Test Before Repair
Paper • 2507.22853 • Published • 10 -
Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report
Paper • 2508.01059 • Published • 34 -
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation
Paper • 2508.03320 • Published • 63 -
Qwen/Qwen3-4B-Thinking-2507
Text Generation • 4B • Updated • 1.14M • • 569 -
baidu/ERNIE-4.5-VL-424B-A47B-Base-Paddle
Image-Text-to-Text • Updated • 5 • 61 -
Adapting Vision-Language Models Without Labels: A Comprehensive Survey
Paper • 2508.05547 • Published • 11 -
Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning
Paper • 2508.08221 • Published • 50 -
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
Paper • 2508.05748 • Published • 142 -
SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens
Paper • 2508.05305 • Published • 47 -
Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts
Paper • 2508.07785 • Published • 29 -
zai-org/GLM-4.5V
Image-Text-to-Text • 108B • Updated • 46.6k • • 710 -
Intelligent-Internet/II-Search-4B
Text Generation • 4B • Updated • 347 • 100 -
S^2-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models
Paper • 2508.12880 • Published • 48 -
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
Paper • 2508.06471 • Published • 209 -
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning
Paper • 2508.10433 • Published • 146 -
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization
Paper • 2508.07629 • Published • 43 -
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Paper • 2508.18265 • Published • 216 -
Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation
Paper • 2508.18032 • Published • 41 -
NousResearch/Hermes-4-405B-FP8
Text Generation • Updated • 430 • 21 -
Self-Rewarding Vision-Language Model via Reasoning Decomposition
Paper • 2508.19652 • Published • 84 -
StepWiser: Stepwise Generative Judges for Wiser Reasoning
Paper • 2508.19229 • Published • 20 -
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning
Paper • 2508.20096 • Published • 37 -
OpenGVLab/InternVL3_5-241B-A28B-Instruct
Image-Text-to-Text • 241B • Updated • 39 • 15 -
NousResearch/Hermes-4-70B
Text Generation • Updated • 275 • • 175 -
NousResearch/Hermes-4-405B
Text Generation • 406B • Updated • 553 • • 86 -
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning
Paper • 2508.21113 • Published • 110 -
Provable Benefits of In-Tool Learning for Large Language Models
Paper • 2508.20755 • Published • 11 -
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
Paper • 2508.21148 • Published • 142 -
apple/MobileCLIP2-S0
Updated • 107 • 47 -
Tiiny/SmallThinker-4BA0.6B-Instruct
Text Generation • 4B • Updated • 88 • 59 -
Tiiny/SmallThinker-21BA3B-Instruct
Text Generation • 22B • Updated • 67 • 111 -
DINOv3
Paper • 2508.10104 • Published • 301 -
Ovis2.5 Technical Report
Paper • 2508.11737 • Published • 113 -
ByteDance-Seed/Seed-OSS-36B-Instruct
Text Generation • Updated • 26.8k • 492 -
ByteDance-Seed/Seed-OSS-36B-Base-woSyn
Text Generation • Updated • 271 • 52 -
ByteDance-Seed/Seed-OSS-36B-Base
Text Generation • Updated • 8.32k • 58 -
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
Paper • 2509.02479 • Published • 84 -
TiKMiX: Take Data Influence into Dynamic Mixture for Language Model Pre-training
Paper • 2508.17677 • Published • 14 -
OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning
Paper • 2509.01644 • Published • 34 -
allenai/OLMoASR
Audio-Text-to-Text • Updated • 73 -
Mixture of Global and Local Experts with Diffusion Transformer for Controllable Face Generation
Paper • 2509.00428 • Published • 19 -
Planning with Reasoning using Vision Language World Model
Paper • 2509.02722 • Published • 24 -
nvidia/diar_streaming_sortformer_4spk-v2
Automatic Speech Recognition • Updated • 20.2k • 109 -
LiquidAI/LFM2-VL-1.6B
Image-Text-to-Text • 2B • Updated • 4.55k • 225 -
Intern-S1: A Scientific Multimodal Foundation Model
Paper • 2508.15763 • Published • 273 -
Hermes 4 Technical Report
Paper • 2508.18255 • Published • 46 -
TildeAI/TildeOpen-30b
Text Generation • 31B • Updated • 3.3k • 158 -
Kwai-Klear/Klear-46B-A2.5B-Instruct
Text Generation • 46B • Updated • 6 • 81 -
Gated Associative Memory: A Parallel O(N) Architecture for Efficient Sequence Modeling
Paper • 2509.00605 • Published • 43 -
Robix: A Unified Model for Robot Interaction, Reasoning and Planning
Paper • 2509.01106 • Published • 52 -
LatticeWorld: A Multimodal Large Language Model-Empowered Framework for Interactive Complex World Generation
Paper • 2509.05263 • Published • 11 -
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Paper • 2509.07969 • Published • 59 -
baidu/ERNIE-4.5-21B-A3B-Thinking
Text Generation • 22B • Updated • 1.15k • 776 -
RewardDance: Reward Scaling in Visual Generation
Paper • 2509.08826 • Published • 73 -
A Survey of Reinforcement Learning for Large Reasoning Models
Paper • 2509.08827 • Published • 192 -
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 105 -
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
Paper • 2509.09674 • Published • 80 -
Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference
Paper • 2509.06942 • Published • 18 -
Statistical Methods in Generative AI
Paper • 2509.07054 • Published • 11 -
google/vaultgemma-1b
Text Generation • 1B • Updated • 4.6k • 240 -
Qwen/Qwen3-Next-80B-A3B-Thinking
Text Generation • Updated • 53.8k • • 482 -
Qwen/Qwen3-Next-80B-A3B-Instruct
Text Generation • 81B • Updated • 885k • • 950 -
facebook/MobileLLM-R1-950M
Text Generation • 0.9B • Updated • 789 • 282 -
Hcompany/Holo1.5-7B
Image-Text-to-Text • 8B • Updated • 313 • 94 -
InternRobotics/VLAC
Robotics • 2B • Updated • 36 • 41 -
ibm-granite/granite-docling-258M-mlx
Image-Text-to-Text • 0.3B • Updated • 2.78k • 88 -
ibm-granite/granite-docling-258M
Image-Text-to-Text • Updated • 82.5k • 1.14k -
RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation
Paper • 2509.15212 • Published • 22 -
FlowRL: Matching Reward Distributions for LLM Reasoning
Paper • 2509.15207 • Published • 118 -
MR-UIE: Multi-Perspective Reasoning with Reinforcement Learning for Universal Information Extraction
Paper • 2509.09082 • Published -
google/timesfm-2.5-200m-pytorch
Time Series Forecasting • Updated • 211 -
A Vision-Language-Action-Critic Model for Robotic Real-World Reinforcement Learning
Paper • 2509.15937 • Published • 20 -
Qwen/Qwen3-Omni-30B-A3B-Instruct
Any-to-Any • 35B • Updated • 418k • 868 -
Qwen/Qwen3-Omni-30B-A3B-Captioner
Any-to-Any • 32B • Updated • 5.72k • 207 -
Qwen/Qwen3-Omni-30B-A3B-Thinking
Any-to-Any • 32B • Updated • 21.1k • 284 -
unsloth/DeepSeek-V3.1-Terminus-GGUF
671B • Updated • 6.89k • 68 -
herimor/voxtream
Text-to-Speech • Updated • 558 • 22 -
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
Paper • 2509.21268 • Published • 104 -
facebook/cwm
33B • Updated • 4.61k • 263 -
Seedream 4.0: Toward Next-generation Multimodal Image Generation
Paper • 2509.20427 • Published • 83 -
MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
Paper • 2509.22186 • Published • 153 -
neuphonic/neutts-air
Text-to-Speech • 0.7B • Updated • 10.5k • 861 -
Regression Language Models for Code
Paper • 2509.26476 • Published • 17 -
bageldotcom/paris
Text-to-Image • Updated • 15 • 37 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 511 -
lovis93/next-scene-qwen-image-lora-2509
Image-to-Image • Updated • 27.9k • • 592 -
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
Paper • 2510.04212 • Published • 26 -
CoDA: Coding LM via Diffusion Adaptation
Paper • 2510.03270 • Published • 43 -
ibm-granite/granite-4.0-h-small-base
32B • Updated • 1.91k • 46 -
Generative Universal Verifier as Multimodal Meta-Reasoner
Paper • 2510.13804 • Published • 27 -
UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning
Paper • 2510.13515 • Published • 12 -
A Survey of Vibe Coding with Large Language Models
Paper • 2510.12399 • Published • 50 -
LiquidAI/LFM2-Audio-1.5B
Audio-to-Audio • 1B • Updated • 151 • 345 -
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning
Paper • 2510.12693 • Published • 28 -
Attention Is All You Need for KV Cache in Diffusion LLMs
Paper • 2510.14973 • Published • 42 -
LiquidAI/LFM2-8B-A1B
Text Generation • 8B • Updated • 63.7k • 337 -
ServiceNow-AI/Apriel-1.5-15b-Thinker
Image-Text-to-Text • Updated • 312 • 466 -
Qwen/Qwen3-VL-235B-A22B-Thinking
Image-Text-to-Text • 236B • Updated • 306k • • 385 -
ai21labs/AI21-Jamba-Reasoning-3B
Text Generation • 3B • Updated • 3.22k • 133 -
akhauriyash/Code-Regression
Viewer • Updated • 4.47M • 256 • 5 -
HuggingFaceFW/finewiki
Viewer • Updated • 61.6M • 8.28k • 288 -
Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model
Paper • 2510.18855 • Published • 73 -
GigaBrain-0: A World Model-Powered Vision-Language-Action Model
Paper • 2510.19430 • Published • 52 -
BLIP3o-NEXT: Next Frontier of Native Image Generation
Paper • 2510.15857 • Published • 25 -
deepseek-ai/DeepSeek-OCR
Image-Text-to-Text • 3B • Updated • 3.03M • 3.19k -
LiquidAI/LFM2-VL-3B
Image-Text-to-Text • 3B • Updated • 13k • 132 -
Kimi Linear: An Expressive, Efficient Attention Architecture
Paper • 2510.26692 • Published • 133 -
moonshotai/Kimi-Linear-48B-A3B-Base
Text Generation • 49B • Updated • 477 • 69 -
Emu3.5: Native Multimodal Models are World Learners
Paper • 2510.26583 • Published • 114 -
Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation
Paper • 2511.14993 • Published • 233 -
Motif 2 12.7B technical report
Paper • 2511.07464 • Published • 39 -
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B
Paper • 2511.06221 • Published • 133 -
π_RL: Online RL Fine-tuning for Flow-based Vision-Language-Action Models
Paper • 2510.25889 • Published • 66 -
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance
Paper • 2511.13254 • Published • 139 -
Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs
Paper • 2510.18876 • Published • 37 -
lightonai/LightOnOCR-1B-1025
Image-to-Text • Updated • 169k • 246 -
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
Paper • 2510.15870 • Published • 92 -
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning
Paper • 2510.19338 • Published • 117 -
deepseek-ai/DeepSeek-Math-V2
Text Generation • Updated • 4.91k • 685 -
nvidia/Nemotron-Elastic-12B
Text Generation • Updated • 92 • 58 -
RynnVLA-002: A Unified Vision-Language-Action and World Model
Paper • 2511.17502 • Published • 28 -
tencent/HunyuanOCR
Image-Text-to-Text • Updated • 401k • 555 -
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
Paper • 2511.19399 • Published • 63 -
nvidia/Nemotron-Orchestrator-8B
Text Generation • Updated • 12.1k • 562 -
SO-Bench: A Structural Output Evaluation of Multimodal LLMs
Paper • 2511.21750 • Published • 6 -
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning
Paper • 2511.22570 • Published • 92 -
deepseek-ai/DeepSeek-V3.2
Text Generation • 685B • Updated • 291k • • 1.33k -
ServiceNow-AI/Apriel-1.6-15b-Thinker
Image-Text-to-Text • Updated • 3.72k • • 293 -
unsloth/Devstral-2-123B-Instruct-2512-GGUF
125B • Updated • 9.07k • 49 -
Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning
Paper • 2512.10534 • Published • 32 -
T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground
Paper • 2512.10430 • Published • 118 -
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16
Text Generation • 32B • Updated • 93.3k • 117 -
Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
Paper • 2512.13607 • Published • 37 -
SAM Audio: Segment Anything in Audio
Paper • 2512.18099 • Published • 24 -
Jan-nano Technical Report
Paper • 2506.22760 • Published • 9 -
Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
Paper • 2512.20848 • Published • 41 -
nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-FP8
Text Generation • 32B • Updated • 1.48M • • 324 -
SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations
Paper • 2512.14080 • Published • 9 -
HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices
Paper • 2512.14052 • Published • 42 -
Insight Miner: A Time Series Analysis Dataset for Cross-Domain Alignment with Natural Language
Paper • 2512.11251 • Published • 8 -
VenusBench-GD: A Comprehensive Multi-Platform GUI Benchmark for Diverse Grounding Tasks
Paper • 2512.16501 • Published • 10 -
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models
Paper • 2512.24618 • Published • 152 -
Xmodel-2.5: 1.3B Data-Efficient Reasoning SLM
Paper • 2511.19496 • Published • 1 -
MiMo-V2-Flash Technical Report
Paper • 2601.02780 • Published • 37 -
Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking
Paper • 2601.04720 • Published • 57 -
DavidAU/Llama3.3-8B-Instruct-Thinking-Claude-4.5-Opus-High-Reasoning
Text Generation • 8B • Updated • 297 • 100 -
LiquidAI/LFM2.5-1.2B-Thinking
Text Generation • 1B • Updated • 31.7k • 314 -
zai-org/GLM-5
Text Generation • 754B • Updated • 125k • • 1.85k -
DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing
Paper • 2602.12205 • Published • 80 -
PISCO: Precise Video Instance Insertion with Sparse Control
Paper • 2602.08277 • Published • 12 -
Qwen3-ASR Technical Report
Paper • 2601.21337 • Published • 36 -
NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation
Paper • 2601.02204 • Published • 63 -
K-EXAONE Technical Report
Paper • 2601.01739 • Published • 93 -
Scaling Up Efficient Small Language Models Serving and Deployment for Semantic Job Search
Paper • 2510.22101 • Published • 2 -
Towards a Neural Debugger for Python
Paper • 2603.09951 • Published • 5 -
InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editing
Paper • 2603.09877 • Published • 47 -
nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4
Text Generation • 67B • Updated • 714k • 192 -
unsloth/NVIDIA-Nemotron-3-Super-120B-A12B-GGUF
Text Generation • 121B • Updated • 62.9k • 89 -
LLM2Vec-Gen: Generative Embeddings from Large Language Models
Paper • 2603.10913 • Published • 40 -
VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?
Paper • 2603.07888 • Published • 10 -
nvidia/Nemotron-RL-Super-Training-Blends
Updated • 830 • 22 -
PhyCritic: Multimodal Critic Models for Physical AI
Paper • 2602.11124 • Published • 53 -
Jackrong/Qwen3.5-9B-Claude-4.6-Opus-Reasoning-Distilled-v2
Image-Text-to-Text • 10B • Updated • 20.3k • 97 -
Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation
Paper • 2603.12793 • Published • 37 -
SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning
Paper • 2512.24330 • Published • 36 -
FASTER: Rethinking Real-Time Flow VLAs
Paper • 2603.19199 • Published • 47 -
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
Paper • 2603.19220 • Published • 45 -
Qianfan-OCR: A Unified End-to-End Model for Document Intelligence
Paper • 2603.13398 • Published • 141 -
WiT: Waypoint Diffusion Transformers via Trajectory Conflict Navigation
Paper • 2603.15132 • Published • 33 -
nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16
Text Generation • 124B • Updated • 94.7k • 280 -
GigaWorld-Policy: An Efficient Action-Centered World--Action Model
Paper • 2603.17240 • Published • 23 -
Jackrong/Qwen3.5-4B-Claude-4.6-Opus-Reasoning-Distilled-v2-GGUF
Image-Text-to-Text • 4B • Updated • 14.8k • 35