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Denis Akhiyarov

dtanow

AI & ML interests

AI Code Generation with LLMs

Recent Activity

upvoted a paper 10 days ago

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

upvoted a paper 26 days ago

Offline Reinforcement Learning for LLM Multi-Step Reasoning

upvoted a paper about 1 month ago

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

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dtanow's activity

upvoted a paper 10 days ago

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

Paper • 2501.04519 • Published 11 days ago • 232

upvoted a paper 26 days ago

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published 30 days ago • 38

upvoted a paper about 1 month ago

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

Paper • 2408.03314 • Published Aug 6, 2024 • 54

upvoted a paper 2 months ago

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

Paper • 2411.05830 • Published Nov 5, 2024 • 20

upvoted an article 4 months ago

Article

Training and Finetuning Embedding Models with Sentence Transformers v3

May 28, 2024

• 173

upvoted 2 papers 5 months ago

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

Paper • 2408.06292 • Published Aug 12, 2024 • 118

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

Paper • 2405.21060 • Published May 31, 2024 • 64

upvoted a collection 5 months ago

Llama-3.1 Quantization

Collection

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

upvoted 2 papers 7 months ago

McEval: Massively Multilingual Code Evaluation

Paper • 2406.07436 • Published Jun 11, 2024 • 39

TextGrad: Automatic "Differentiation" via Text

Paper • 2406.07496 • Published Jun 11, 2024 • 28

upvoted an article 9 months ago

Article

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

Apr 29, 2024

• 76

upvoted 5 papers 9 months ago

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

Paper • 2404.14219 • Published Apr 22, 2024 • 255

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

Paper • 2404.12872 • Published Apr 19, 2024 • 12

upvoted 4 papers 10 months ago

ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4, 2024 • 92

Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4, 2024 • 61

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Paper • 2404.02575 • Published Apr 3, 2024 • 48

Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2, 2024 • 44