Dmitrii Stoianov

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upvoted a paper 24 days ago

T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground

Paper • 2512.10430 • Published 25 days ago • 113

upvoted a paper 5 months ago

Enhancing Vision-Language Model Training with Reinforcement Learning in Synthetic Worlds for Real-World Success

Paper • 2508.04280 • Published Aug 6, 2025 • 35

upvoted 2 papers 7 months ago

OpenThoughts: Data Recipes for Reasoning Models

Paper • 2506.04178 • Published Jun 4, 2025 • 50

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space

Paper • 2504.13835 • Published Apr 18, 2025 • 38

upvoted a paper 10 months ago

CrowdSelect: Synthetic Instruction Data Selection with Multi-LLM Wisdom

Paper • 2503.01836 • Published Mar 3, 2025 • 16

upvoted 3 papers 11 months ago

System Message Generation for User Preferences using Open-Source Models

Paper • 2502.11330 • Published Feb 17, 2025 • 15

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Paper • 2502.03032 • Published Feb 5, 2025 • 60

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 52

upvoted a collection 11 months ago

RL/Alignment

Collection

201 items • Updated Oct 14, 2025 • 27

upvoted a paper 11 months ago

The Differences Between Direct Alignment Algorithms are a Blur

Paper • 2502.01237 • Published Feb 3, 2025 • 113

upvoted a paper about 1 year ago

Phi-4 Technical Report

Paper • 2412.08905 • Published Dec 12, 2024 • 122

upvoted 3 papers over 1 year ago

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published Jun 20, 2024 • 95

Vikhr: The Family of Open-Source Instruction-Tuned Large Language Models for Russian

Paper • 2405.13929 • Published May 22, 2024 • 54

Learn Your Reference Model for Real Good Alignment

Paper • 2404.09656 • Published Apr 15, 2024 • 89