Apriel-Reasoner: RL Post-Training for General-Purpose and Efficient Reasoning Paper • 2604.02007 • Published 11 days ago • 12
CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents Paper • 2603.24440 • Published 18 days ago • 96
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings Paper • 2603.13594 • Published 30 days ago • 147
view article Article Apriel-H1: The Surprising Key to Distilling Efficient Reasoning Models Nov 19, 2025 • 34
view article Article Apriel-1.6-15b-Thinker: Cost-efficient Frontier Multimodal Performance Dec 9, 2025 • 84
Apriel-H1 Collection Introducing Apriel-H1 hybrids each blending Attention and Mamba State Space layers in varying proportions. • 7 items • Updated Mar 2 • 9
Grounding Computer Use Agents on Human Demonstrations Paper • 2511.07332 • Published Nov 10, 2025 • 107
Optimizing What Matters: AUC-Driven Learning for Robust Neural Retrieval Paper • 2510.00137 • Published Sep 30, 2025 • 3
DeepCodeSeek: Real-Time API Retrieval for Context-Aware Code Generation Paper • 2509.25716 • Published Sep 30, 2025 • 4
view article Article SyGra: The One-Stop Framework for Building Data for LLMs and SLMs Sep 22, 2025 • 14
How to Train Your LLM Web Agent: A Statistical Diagnosis Paper • 2507.04103 • Published Jul 5, 2025 • 52
Fine-Tune an SLM or Prompt an LLM? The Case of Generating Low-Code Workflows Paper • 2505.24189 • Published May 30, 2025 • 5
view article Article ColFlor: Towards BERT-Size Vision-Language Document Retrieval Models Oct 18, 2024 • 21