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Collections including paper arxiv:2410.12628

Ultralytics YOLO

A collection of papers, models, and spaces built on top of the Ultralytics framework!

YOLOE: Real-Time Seeing Anything

Paper • 2503.07465 • Published Mar 10, 2025 • 16
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 42
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception

Paper • 2410.12628 • Published Oct 16, 2024 • 41

Dataset and model for DocLayout-YOLO

juliozhao/doclayout-yolo-D4LA

Updated Oct 22, 2024 • 52 • 10
juliozhao/doclayout-yolo-DocLayNet

Updated Oct 22, 2024 • 62 • 7
juliozhao/DocLayout-YOLO-D4LA-from_scratch

Updated Oct 22, 2024 • 1
juliozhao/DocLayout-YOLO-D4LA-Docsynth300K_pretrained

Updated Oct 22, 2024 • 1

terminusresearch/stable-diffusion-3.0-medium_reality-mix

Text-to-Image • Updated Jun 17, 2024 • 173 • 14
Runtime error

Featured

433

Open Medical-LLM Leaderboard

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433

Explore and submit models for benchmarking
Running on CPU Upgrade

13.8k

Open LLM Leaderboard

🏆

13.8k

Track, rank and evaluate open LLMs and chatbots
HyperGAI/HPT1_5-Air-Llama-3-8B-Instruct-multimodal

Text Generation • Updated May 15, 2024 • 18 • 46

interesting paper

FMViT: A multiple-frequency mixing Vision Transformer

Paper • 2311.05707 • Published Nov 9, 2023 • 7
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29, 2024 • 122
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90

OCR Models 👀️📃

rednote-hilab/dots.ocr

Image-Text-to-Text • 3B • Updated Oct 31, 2025 • 629k • 1.17k
reducto/RolmOCR

Image-to-Text • 8B • Updated Apr 2, 2025 • 3.45k • 569
numind/NuMarkdown-8B-Thinking

Image-to-Text • 8B • Updated Nov 13, 2025 • 158k • 216
ChatDOC/OCRFlux-3B

Image-to-Text • 4B • Updated Jul 9, 2025 • 179k • 358

The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines

Paper • 2408.01050 • Published Aug 2, 2024 • 9
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 63
Towards a Unified View of Preference Learning for Large Language Models: A Survey

Paper • 2409.02795 • Published Sep 4, 2024 • 72
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance

Paper • 2409.04593 • Published Sep 6, 2024 • 26

Specialized Language Models with Cheap Inference from Limited Domain Data

Paper • 2402.01093 • Published Feb 2, 2024 • 47
Attention Heads of Large Language Models: A Survey

Paper • 2409.03752 • Published Sep 5, 2024 • 92
General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

Paper • 2409.01704 • Published Sep 3, 2024 • 83
jina-embeddings-v3: Multilingual Embeddings With Task LoRA

Paper • 2409.10173 • Published Sep 16, 2024 • 33

Ultralytics YOLO

A collection of papers, models, and spaces built on top of the Ultralytics framework!

YOLOE: Real-Time Seeing Anything

Paper • 2503.07465 • Published Mar 10, 2025 • 16
YOLO-World: Real-Time Open-Vocabulary Object Detection

Paper • 2401.17270 • Published Jan 30, 2024 • 42
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception

Paper • 2410.12628 • Published Oct 16, 2024 • 41

OCR Models 👀️📃

rednote-hilab/dots.ocr

Image-Text-to-Text • 3B • Updated Oct 31, 2025 • 629k • 1.17k
reducto/RolmOCR

Image-to-Text • 8B • Updated Apr 2, 2025 • 3.45k • 569
numind/NuMarkdown-8B-Thinking

Image-to-Text • 8B • Updated Nov 13, 2025 • 158k • 216
ChatDOC/OCRFlux-3B

Image-to-Text • 4B • Updated Jul 9, 2025 • 179k • 358

Dataset and model for DocLayout-YOLO

juliozhao/doclayout-yolo-D4LA

Updated Oct 22, 2024 • 52 • 10
juliozhao/doclayout-yolo-DocLayNet

Updated Oct 22, 2024 • 62 • 7
juliozhao/DocLayout-YOLO-D4LA-from_scratch

Updated Oct 22, 2024 • 1
juliozhao/DocLayout-YOLO-D4LA-Docsynth300K_pretrained

Updated Oct 22, 2024 • 1

The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines

Paper • 2408.01050 • Published Aug 2, 2024 • 9
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 63
Towards a Unified View of Preference Learning for Large Language Models: A Survey

Paper • 2409.02795 • Published Sep 4, 2024 • 72
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance

Paper • 2409.04593 • Published Sep 6, 2024 • 26

terminusresearch/stable-diffusion-3.0-medium_reality-mix

Text-to-Image • Updated Jun 17, 2024 • 173 • 14
Runtime error

Featured

433

Open Medical-LLM Leaderboard

🥇

433

Explore and submit models for benchmarking
Running on CPU Upgrade

13.8k

Open LLM Leaderboard

🏆

13.8k

Track, rank and evaluate open LLMs and chatbots
HyperGAI/HPT1_5-Air-Llama-3-8B-Instruct-multimodal

Text Generation • Updated May 15, 2024 • 18 • 46

Specialized Language Models with Cheap Inference from Limited Domain Data

Paper • 2402.01093 • Published Feb 2, 2024 • 47
Attention Heads of Large Language Models: A Survey

Paper • 2409.03752 • Published Sep 5, 2024 • 92
General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model

Paper • 2409.01704 • Published Sep 3, 2024 • 83
jina-embeddings-v3: Multilingual Embeddings With Task LoRA

Paper • 2409.10173 • Published Sep 16, 2024 • 33

interesting paper

FMViT: A multiple-frequency mixing Vision Transformer

Paper • 2311.05707 • Published Nov 9, 2023 • 7
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29, 2024 • 122
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27, 2024 • 90

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