Collection by
May 22, 2025
Collections
Discover the best community collections!
Collections including paper arxiv:2410.01131
Collection by
Apr 15, 2025
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VILA^2: VILA Augmented VILA
Paper • 2407.17453 • Published • 41 -
Octopus v4: Graph of language models
Paper • 2404.19296 • Published • 118 -
Octo-planner: On-device Language Model for Planner-Action Agents
Paper • 2406.18082 • Published • 48 -
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models
Paper • 2408.15518 • Published • 42
Collection by
Jun 30, 2025
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MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
Paper • 2403.09611 • Published • 129 -
Evolutionary Optimization of Model Merging Recipes
Paper • 2403.13187 • Published • 58 -
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model
Paper • 2402.03766 • Published • 15 -
LLM Agent Operating System
Paper • 2403.16971 • Published • 72
Collection by
Nov 17, 2025
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Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
Paper • 2411.11504 • Published • 24 -
Top-nσ: Not All Logits Are You Need
Paper • 2411.07641 • Published • 23 -
Adaptive Decoding via Latent Preference Optimization
Paper • 2411.09661 • Published • 10 -
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training
Paper • 2411.13476 • Published • 16
Collection by
Jul 9, 2025
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STaR: Bootstrapping Reasoning With Reasoning
Paper • 2203.14465 • Published • 9 -
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 58 -
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Paper • 2405.04434 • Published • 24 -
Prompt Cache: Modular Attention Reuse for Low-Latency Inference
Paper • 2311.04934 • Published • 32
Collection by
Jul 14, 2025
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Why do Learning Rates Transfer? Reconciling Optimization and Scaling Limits for Deep Learning
Paper • 2402.17457 • Published -
Curvature-Informed SGD via General Purpose Lie-Group Preconditioners
Paper • 2402.04553 • Published -
TextGrad: Automatic "Differentiation" via Text
Paper • 2406.07496 • Published • 31 -
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
Paper • 2405.14578 • Published • 1
Collection by
May 22, 2025
Collection by
Nov 17, 2025
-
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
Paper • 2411.11504 • Published • 24 -
Top-nσ: Not All Logits Are You Need
Paper • 2411.07641 • Published • 23 -
Adaptive Decoding via Latent Preference Optimization
Paper • 2411.09661 • Published • 10 -
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training
Paper • 2411.13476 • Published • 16
Collection by
Apr 15, 2025
-
VILA^2: VILA Augmented VILA
Paper • 2407.17453 • Published • 41 -
Octopus v4: Graph of language models
Paper • 2404.19296 • Published • 118 -
Octo-planner: On-device Language Model for Planner-Action Agents
Paper • 2406.18082 • Published • 48 -
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models
Paper • 2408.15518 • Published • 42
Collection by
Jul 9, 2025
-
STaR: Bootstrapping Reasoning With Reasoning
Paper • 2203.14465 • Published • 9 -
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 58 -
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Paper • 2405.04434 • Published • 24 -
Prompt Cache: Modular Attention Reuse for Low-Latency Inference
Paper • 2311.04934 • Published • 32
Collection by
Jun 30, 2025
-
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
Paper • 2403.09611 • Published • 129 -
Evolutionary Optimization of Model Merging Recipes
Paper • 2403.13187 • Published • 58 -
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model
Paper • 2402.03766 • Published • 15 -
LLM Agent Operating System
Paper • 2403.16971 • Published • 72
Collection by
Jul 14, 2025
-
Why do Learning Rates Transfer? Reconciling Optimization and Scaling Limits for Deep Learning
Paper • 2402.17457 • Published -
Curvature-Informed SGD via General Purpose Lie-Group Preconditioners
Paper • 2402.04553 • Published -
TextGrad: Automatic "Differentiation" via Text
Paper • 2406.07496 • Published • 31 -
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
Paper • 2405.14578 • Published • 1