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Search: “benchmark”

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Model Releases

v0.32.12

DGX agent

Qwen 3.8 - 27B model support This release adds the support of Qwen 3.8 27B. For Apple Silicon devices, Ollama has in particular optimized for maximum performance and output quality suitable for repeat

model-releasesollama-releases

14 Aug 2026

Model Releases

Vision-Language Models are Fragile Multilingual Associators

DGX agent

arXiv:2608.12333v1 Announce Type: cross Abstract: Vision-language models must associate visual entities with textual attributes. Whether these associations or concept bindings remain stable when the l

Search: “benchmark”

v0.32.12

Vision-Language Models are Fragile Multilingual Associators

Wasserstein Filtering: A Sample Selection Method for Robust Distribution Learning

When Is a Task Vector Enough? An Empirical Theory of Implicit Multimodal ICL

When Large Language Models are More PersuasiveThan Incentivized Humans, and Why

A comparison of CNN architectures for Alzheimer's disease detection in single-view MRI scans

A Reality Check of Language Models as Formalizers on Constraint Satisfaction Problems

AgenticTwin: An Agentic LLM Framework Integrated with Digital Twin for Anomaly Detection

Air Quality Station Simulation via LSTM and Attention-Based Modelling

Auditing Frame-Level AUC in Weakly Supervised Video Anomaly Detection: Granularity, Resolution, and Scene Bias

Autonomous Telerehabilitation via Skeletal Motion Prediction and Joint-Level Performance Assessment

AVA-Encoder: Towards Agent-Native Video Representation Learning

Behavior and Representation in Open-Weight Large Language Models for Combinatorial Optimization: From Feature Extraction to Algorithm Selection

Causal Agent based on Large Language Model

Causal Structure is Inducible but Functionally Decoupled: The Routing/Readout Boundary of a Typed Mechanism Library

Chemically Meaningful Textualization Enables Explainable Validation of Metal-Organic Frameworks by Large Language Models

Claim-Level Reliability Assessment for Efficient Test-Time Reasoning

Clustered Randomized Smoothing for Stochastic Prediction Functions

CoDiR: Confidence-Guided Diffusion Refinement for Semi-Supervised Histopathology Segmentation

Commonsense on Demand: Generating and Selectively Integrating Commonsense Knowledge for Natural Language Inference

Context Blindness in DPO: Mitigating Object Hallucination in MLLMs via Context-Calibrated Preference Optimization

Continuous-Latent Predictive Modeling with Semantic Alignment for EEG-Language Foundation Models

CoQui: A Coordinate-Conditioned Quantum Implicit Generative Adversarial Network for End-to-End Image Generation

CORE-3D: Context-aware Open-vocabulary Retrieval by Embeddings in 3D

CTBench: Evaluating Troubleshooting Capabilities of AI Agents in Realistic Telecom Network Operations

Detecting Explanatory Insufficiency in Learned Representations: A Framework for Representational Vigilance

Diffuse to Compress: Leveraging Diffusion LMs for Lossless Compression

Distillation of Foundation Models for Time-dependent PDEs

Distractor-Aware Video Object Segmentation

Do Influence Tactics Matter? Investigating Prompt Framing Effects in LLM Code Generation

Do You See What You Draw? A Semantic Closed-Loop Framework for Holistic Evaluation of Unified Multimodal Models

DreamFly: Causal Memory and Receding-Horizon Diffusion Planning for Aerial Vision-Language Navigation

DREAMS: Density Functional Theory Based Research Engine for Agentic Materials Simulation

Drift and Dependence: Layer-wise Information-Theoretic Bounds for Replay-Based Continual Learning

Dual Anchors, Do It Better: Hierarchical Group Merging for Zero-Shot Anomaly Detection

Dual-Primal Graph VAEs for Noisy Label Aggregation

Dueling Deep Q-Learning for Intrusion Detection

EGM-Det: Entropy-Guided Multimodal Adaptive Fusion for UAV RGB-IR Object Detection

EXPERIMENT: Qwen3.8-2.4T-A95B running locally on an RTX 5090 + RTX 5060 Ti at ~0.80 tok/s

ExRole: From Team Trajectories to Executable Roles in Multi-Agent Language Models

Faithful, Sufficient and Understandable: Rethinking Graph Counterfactual Explanations via Discrete Diffusion Inversion

FLARE++: Low-rank attention with dynamic attention routing

FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting

Forward Trajectory Steering for Hamilton-Jacobi Reachability Analysis

FunnelCausalNet: Funnel-aware Joint Conversion-Revenue Uplift for Multi-tier Coupon Allocation

G0.5: One Autoregressive Stream for Robot Reasoning and Action

Generative Video Compression Based on Hierarchical Referencing

Geometry-aware Incremental Neural Operator for Long-Horizon PDE prediction