Irina Abdullaeva

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upvoted a paper 2 days ago

CoPE-VideoLM: Codec Primitives For Efficient Video Language Models

Paper • 2602.13191 • Published 6 days ago • 29

upvoted a paper about 1 month ago

HERBench: A Benchmark for Multi-Evidence Integration in Video Question Answering

Paper • 2512.14870 • Published Dec 16, 2025 • 15

upvoted a paper about 2 months ago

Learning to Reason in 4D: Dynamic Spatial Understanding for Vision Language Models

Paper • 2512.20557 • Published Dec 23, 2025 • 50

upvoted an article 3 months ago

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Article

From GRPO to DAPO and GSPO: What, Why, and How

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Aug 9, 2025

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84

upvoted 3 papers 3 months ago

GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms

Paper • 2511.17592 • Published Nov 17, 2025 • 119

Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation

Paper • 2511.14993 • Published Nov 19, 2025 • 231

VideoSSR: Video Self-Supervised Reinforcement Learning

Paper • 2511.06281 • Published Nov 9, 2025 • 25

upvoted a paper 5 months ago

MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe

Paper • 2509.18154 • Published Sep 16, 2025 • 55

upvoted 2 articles 6 months ago

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Article

KV Caching Explained: Optimizing Transformer Inference Efficiency

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Jan 30, 2025

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233

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Article

Prefill and Decode for Concurrent Requests - Optimizing LLM Performance

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Apr 16, 2025

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61

upvoted a paper 6 months ago

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2, 2025 • 238

upvoted 9 papers 7 months ago

SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Paper • 2506.01844 • Published Jun 2, 2025 • 149

Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights

Paper • 2506.16406 • Published Jun 19, 2025 • 130

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 188

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16, 2025 • 273

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1, 2025 • 79

The Invisible Leash: Why RLVR May Not Escape Its Origin

Paper • 2507.14843 • Published Jul 20, 2025 • 85

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

Paper • 2507.10532 • Published Jul 14, 2025 • 90

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Paper • 2506.23918 • Published Jun 30, 2025 • 89

nablaNABLA: Neighborhood Adaptive Block-Level Attention

Paper • 2507.13546 • Published Jul 17, 2025 • 125