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Denis Akhiyarov

dtanow

AI & ML interests

AI Code Generation with LLMs

Recent Activity

upvoted a paper 7 days ago

MPO: Boosting LLM Agents with Meta Plan Optimization

upvoted a paper 16 days ago

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

upvoted a paper 21 days ago

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

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dtanow's activity

upvoted a paper 7 days ago

MPO: Boosting LLM Agents with Meta Plan Optimization

Paper • 2503.02682 • Published 9 days ago • 23

upvoted a paper 16 days ago

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published 21 days ago • 179

upvoted a paper 21 days ago

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published 25 days ago • 142

upvoted a paper 28 days ago

CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction

Paper • 2502.07316 • Published about 1 month ago • 47

upvoted a paper 2 months ago

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Paper • 2501.04519 • Published Jan 8 • 263

upvoted 2 papers 3 months ago

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 57

upvoted a paper 4 months ago

GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models

Paper • 2411.05830 • Published Nov 5, 2024 • 21

upvoted an article 6 months ago

Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28, 2024

• 193

upvoted 2 papers 7 months ago

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Paper • 2408.06292 • Published Aug 12, 2024 • 119

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper • 2405.21060 • Published May 31, 2024 • 66

upvoted a collection 7 months ago

Llama-3.1 Quantization

Collection

Neural Magic quantized Llama-3.1 models • 22 items • Updated Nov 22, 2024 • 43

upvoted 2 papers 9 months ago

McEval: Massively Multilingual Code Evaluation

Paper • 2406.07436 • Published Jun 11, 2024 • 41

TextGrad: Automatic "Differentiation" via Text

Paper • 2406.07496 • Published Jun 11, 2024 • 31

upvoted an article 11 months ago

Article

StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation

Apr 29, 2024

• 76

upvoted 5 papers 11 months ago

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published Apr 22, 2024 • 256

LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency

Paper • 2404.12872 • Published Apr 19, 2024 • 12