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Collections including paper arxiv:2510.17269

Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents

Paper • 2507.04009 • Published Jul 5 • 51
FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

Read Later Stack

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13 • 31
Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9 • 9
Making Mathematical Reasoning Adaptive

Paper • 2510.04617 • Published Oct 6 • 22
DocReward: A Document Reward Model for Structuring and Stylizing

Paper • 2510.11391 • Published Oct 13 • 27

Data and other things

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 55
How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 52
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published Dec 24, 2024 • 46
WavePulse: Real-time Content Analytics of Radio Livestreams

Paper • 2412.17998 • Published Dec 23, 2024 • 11

Depth Anything V2

Paper • 2406.09414 • Published Jun 13, 2024 • 104
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published Jun 13, 2024 • 51
Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

Paper • 2406.04338 • Published Jun 6, 2024 • 39
SAM 2: Segment Anything in Images and Videos

Paper • 2408.00714 • Published Aug 1, 2024 • 119

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

FineVision dataset

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

TempoFunk/hdvila-100M

Viewer • Updated Dec 2, 2023 • 30.1M • 356 • 15
HuggingFaceM4/FineVision

Viewer • Updated Oct 21 • 24.2M • 202k • 450
kakaobrain/coyo-700m

Viewer • Updated Aug 30, 2022 • 747M • 4.79k • 151
FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

Multimodal Dataset

SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Paper • 2407.09413 • Published Jul 12, 2024 • 11
MAVIS: Mathematical Visual Instruction Tuning

Paper • 2407.08739 • Published Jul 11, 2024 • 33
Kvasir-VQA: A Text-Image Pair GI Tract Dataset

Paper • 2409.01437 • Published Sep 2, 2024 • 71
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Paper • 2409.05840 • Published Sep 9, 2024 • 49

MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Paper • 2405.07526 • Published May 13, 2024 • 21
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach

Paper • 2405.15613 • Published May 24, 2024 • 17
A Touch, Vision, and Language Dataset for Multimodal Alignment

Paper • 2402.13232 • Published Feb 20, 2024 • 16
How Do Large Language Models Acquire Factual Knowledge During Pretraining?

Paper • 2406.11813 • Published Jun 17, 2024 • 31

Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents

Paper • 2507.04009 • Published Jul 5 • 51
FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

FineVision dataset

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

Read Later Stack

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13 • 31
Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9 • 9
Making Mathematical Reasoning Adaptive

Paper • 2510.04617 • Published Oct 6 • 22
DocReward: A Document Reward Model for Structuring and Stylizing

Paper • 2510.11391 • Published Oct 13 • 27

TempoFunk/hdvila-100M

Viewer • Updated Dec 2, 2023 • 30.1M • 356 • 15
HuggingFaceM4/FineVision

Viewer • Updated Oct 21 • 24.2M • 202k • 450
kakaobrain/coyo-700m

Viewer • Updated Aug 30, 2022 • 747M • 4.79k • 151
FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20 • 67

Data and other things

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

Paper • 2412.14475 • Published Dec 19, 2024 • 55
How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 52
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published Dec 24, 2024 • 46
WavePulse: Real-time Content Analytics of Radio Livestreams

Paper • 2412.17998 • Published Dec 23, 2024 • 11

Multimodal Dataset

SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Paper • 2407.09413 • Published Jul 12, 2024 • 11
MAVIS: Mathematical Visual Instruction Tuning

Paper • 2407.08739 • Published Jul 11, 2024 • 33
Kvasir-VQA: A Text-Image Pair GI Tract Dataset

Paper • 2409.01437 • Published Sep 2, 2024 • 71
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Paper • 2409.05840 • Published Sep 9, 2024 • 49

Depth Anything V2

Paper • 2406.09414 • Published Jun 13, 2024 • 104
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published Jun 13, 2024 • 51
Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion

Paper • 2406.04338 • Published Jun 6, 2024 • 39
SAM 2: Segment Anything in Images and Videos

Paper • 2408.00714 • Published Aug 1, 2024 • 119

MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels

Paper • 2405.07526 • Published May 13, 2024 • 21
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach

Paper • 2405.15613 • Published May 24, 2024 • 17
A Touch, Vision, and Language Dataset for Multimodal Alignment

Paper • 2402.13232 • Published Feb 20, 2024 • 16
How Do Large Language Models Acquire Factual Knowledge During Pretraining?

Paper • 2406.11813 • Published Jun 17, 2024 • 31

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