Yongbin Choi's picture

Yongbin Choi

whybe-choi

·

AI & ML interests

LLM, RAG, Information Retrieval

Recent Activity

liked a model about 19 hours ago

Qwen/Qwen3-VL-Reranker-2B

liked a model about 19 hours ago

jinaai/jina-reranker-m0

upvoted an article 3 days ago

Continuous batching from first principles

View all activity

Organizations

upvoted an article 3 days ago

Article

Continuous batching from first principles

+1

Nov 25, 2025

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311

upvoted 2 papers 12 days ago

ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios

Paper • 2601.08620 • Published 13 days ago • 9

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 56

upvoted a collection 14 days ago

ViDoRe Community benchmark contributions

This collection regroups works done by the community to improve together Visual Retrieval ! • 4 items • Updated 18 days ago • 1

upvoted an article 15 days ago

Article

Small Yet Mighty: Improve Accuracy In Multimodal Search and Visual Document Retrieval with Llama Nemotron RAG Models

20 days ago

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20

upvoted a collection about 1 month ago

ViDoRe Benchmark V3

ViDoRe V3 is our latest benchmark, engineered to set a new industry gold standard for multi-modal, enterprise document retrieval evaluation. • 8 items • Updated 13 days ago • 17

upvoted a paper about 1 month ago

Pre-training Small Base LMs with Fewer Tokens

Paper • 2404.08634 • Published Apr 12, 2024 • 36

upvoted an article about 1 month ago

Article

ViDoRe V3: a comprehensive evaluation of retrieval for enterprise use-cases

Nov 5, 2025

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59

upvoted 2 articles about 2 months ago

Article

How We Use Claude Code Skills to Run 1,000+ ML Experiments a Day

Dec 8, 2025

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49

Article

We Got Claude to Fine-Tune an Open Source LLM

Dec 4, 2025

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582

upvoted a paper about 2 months ago

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published Nov 26, 2025 • 120

upvoted a collection 2 months ago

BiCA

7 items • Updated 22 days ago • 3

upvoted a paper 3 months ago

OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment

Paper • 2510.07743 • Published Oct 9, 2025 • 10

upvoted an article 3 months ago

Article

Introducing MTEB v2: Evaluation of embedding and retrieval systems for more than just text

Oct 20, 2025

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35

upvoted 2 articles 4 months ago

Article

Vocabulary is the most important element of Sparse Retrieval

Oct 4, 2025

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10

Article

No GPU left behind: Unlocking Efficiency with Co-located vLLM in TRL

+4

Jun 3, 2025

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98

upvoted an article 5 months ago

Article

Welcome EmbeddingGemma, Google's new efficient embedding model

+4

Sep 4, 2025

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271

upvoted a paper 5 months ago

Open Data Synthesis For Deep Research

Paper • 2509.00375 • Published Aug 30, 2025 • 71

upvoted an article 5 months ago

Article

Reinforcement Learning for Large Language Models: Beyond the Agent Paradigm

Mar 19, 2025

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8

upvoted a collection 5 months ago

ViDoRe Benchmark v2

8 items • Updated 18 days ago • 6