Aleksandr Samarin

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upvoted a paper 1 day ago

SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale

Paper • 2602.23866 • Published 5 days ago • 53

upvoted a paper 2 days ago

LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding

Paper • 2602.23881 • Published 5 days ago • 18

upvoted 2 collections 2 days ago

Infinity-Instruct-Completions

Collection

Training data for speculative decoding draft models, containing model-generated responses for 660K prompts from Infinity-Instruct-0625. • 6 items • Updated 2 days ago • 2

LK-Speculators

Collection

High-performance speculative decoding draft models trained using LK losses, a novel training objectives that directly optimize acceptance rate • 9 items • Updated about 19 hours ago • 4

upvoted a paper 20 days ago

Blockwise Advantage Estimation for Multi-Objective RL with Verifiable Rewards

Paper • 2602.10231 • Published 22 days ago • 12

upvoted a paper 7 months ago

Training Long-Context, Multi-Turn Software Engineering Agents with Reinforcement Learning

Paper • 2508.03501 • Published Aug 5, 2025 • 59

upvoted a paper 9 months ago

SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents

Paper • 2505.20411 • Published May 26, 2025 • 93