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Skill is All You Need: Lessons from Building Marketing Agents at Noumena
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Zongmin Yu
zongmin-yu
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papers 3 months ago
Qwen3-TTS Technical Report
Paper • 2601.15621 • Published • 74
DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints
Paper • 2601.18137 • Published • 35
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
Paper • 2601.07372 • Published • 47
mHC: Manifold-Constrained Hyper-Connections
Paper • 2512.24880 • Published • 322
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning
Paper • 2511.22570 • Published • 93
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Paper • 2512.02556 • Published • 265
Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures
Paper • 2505.09343 • Published • 76
DeepSeek-OCR: Contexts Optical Compression
Paper • 2510.18234 • Published • 93
DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
Paper • 2504.21801 • Published • 4
Inference-Time Scaling for Generalist Reward Modeling
Paper • 2504.02495 • Published • 58
Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling
Paper • 2501.17811 • Published • 9
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
Paper • 2502.11089 • Published • 170
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 447
DeepSeek-V3 Technical Report
Paper • 2412.19437 • Published • 82
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
Paper • 2410.13848 • Published • 36
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
Paper • 2412.10302 • Published • 23
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
Paper • 2408.08152 • Published • 62
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models
Paper • 2407.01906 • Published • 46