Sergey Bratchikov

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upvoted 2 papers 2 months ago

TransMLA: Multi-head Latent Attention Is All You Need

Paper • 2502.07864 • Published Feb 11 • 49

LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published Feb 12 • 28

upvoted 2 papers 3 months ago

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

Paper • 2501.09751 • Published Jan 16 • 49

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published Jan 20 • 105

upvoted 16 papers 4 months ago

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 53

Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 365

Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage

Paper • 2412.15484 • Published Dec 20, 2024 • 15

RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Paper • 2412.14922 • Published Dec 19, 2024 • 89

Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published Dec 23, 2024 • 44

Revisiting In-Context Learning with Long Context Language Models

Paper • 2412.16926 • Published Dec 22, 2024 • 33

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 48

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published Dec 6, 2024 • 48

LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment

Paper • 2412.04814 • Published Dec 6, 2024 • 49

EXAONE 3.5: Series of Large Language Models for Real-world Use Cases

Paper • 2412.04862 • Published Dec 6, 2024 • 51

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Paper • 2412.05271 • Published Dec 6, 2024 • 155

If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs

Paper • 2412.04144 • Published Dec 5, 2024 • 5

Maya: An Instruction Finetuned Multilingual Multimodal Model

Paper • 2412.07112 • Published Dec 10, 2024 • 29

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 83

VisionArena: 230K Real World User-VLM Conversations with Preference Labels

Paper • 2412.08687 • Published Dec 11, 2024 • 13

JuStRank: Benchmarking LLM Judges for System Ranking

Paper • 2412.09569 • Published Dec 12, 2024 • 20