Igor Melnyk

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upvoted a paper about 13 hours ago

ZeroSearch: Incentivize the Search Capability of LLMs without Searching

Paper • 2505.04588 • Published about 23 hours ago • 28

upvoted 2 papers 24 days ago

DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training

Paper • 2504.09710 • Published 25 days ago • 19

Have we unified image generation and understanding yet? An empirical study of GPT-4o's image generation ability

Paper • 2504.08003 • Published 29 days ago • 49

upvoted 2 papers about 1 month ago

Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Paper • 2503.20201 • Published Mar 26 • 46

FFN Fusion: Rethinking Sequential Computation in Large Language Models

Paper • 2503.18908 • Published Mar 24 • 19

upvoted 3 papers about 2 months ago

Modifying Large Language Model Post-Training for Diverse Creative Writing

Paper • 2503.17126 • Published Mar 21 • 36

New Trends for Modern Machine Translation with Large Reasoning Models

Paper • 2503.10351 • Published Mar 13 • 23

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 71

upvoted a paper 11 months ago

An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published Jun 13, 2024 • 52

updated 2 models 11 months ago

imelnyk/test

Text Generation • Updated Jun 9, 2024 • 3

imelnyk/ppo_zephyr10

Text Generation • Updated May 31, 2024 • 7

upvoted a paper 12 months ago

ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models

Paper • 2405.09220 • Published May 15, 2024 • 29

upvoted 8 papers about 1 year ago

Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3

Paper • 2405.00664 • Published May 1, 2024 • 21

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Paper • 2405.00332 • Published May 1, 2024 • 33

Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published Apr 30, 2024 • 78

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Paper • 2404.18796 • Published Apr 29, 2024 • 71

Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published Apr 23, 2024 • 61

SnapKV: LLM Knows What You are Looking for Before Generation

Paper • 2404.14469 • Published Apr 22, 2024 • 27

The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Paper • 2404.13208 • Published Apr 19, 2024 • 40

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published Apr 18, 2024 • 56