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Collections including paper arXiv:2502.14786

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154

Image Representation

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
Perception Encoder: The best visual embeddings are not at the output of the network

Paper • 2504.13181 • Published Apr 17 • 34

seanghay/khmer_mpwt_speech

Viewer • Updated Jun 22, 2023 • 2.06k • 140 • 8
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
openai/whisper-large-v3-turbo

Automatic Speech Recognition • 0.8B • Updated Oct 4, 2024 • 4.01M • • 2.67k
Running

3.45k

3.45k

The Ultra-Scale Playbook

🌌

The ultimate guide to training LLM on large GPU Clusters

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation

Paper • 2502.14846 • Published Feb 20 • 14
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers

Paper • 2502.14377 • Published Feb 20 • 12

Running

53

53

Compare Siglip1 Siglip2

🚀

Compare SigLIP1 and SigLIP2 on zero shot classification
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
google/siglip2-base-patch16-224

Zero-Shot Image Classification • 0.4B • Updated Feb 21 • 477k • 75
google/siglip2-base-patch16-256

Zero-Shot Image Classification • 0.4B • Updated Feb 21 • 52.4k • 6

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Paper • 2502.14502 • Published Feb 20 • 91
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

Paper • 2502.14834 • Published Feb 20 • 24
Qwen2.5-VL Technical Report

Paper • 2502.13923 • Published Feb 19 • 208
DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks

Paper • 2502.17157 • Published Feb 24 • 52

Image-Text Alignment

QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation

Paper • 2502.05178 • Published Feb 7 • 10
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation

Paper • 2502.14846 • Published Feb 20 • 14
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features

Paper • 2504.00557 • Published Apr 1 • 15

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Running

53

53

Compare Siglip1 Siglip2

🚀

Compare SigLIP1 and SigLIP2 on zero shot classification
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
google/siglip2-base-patch16-224

Zero-Shot Image Classification • 0.4B • Updated Feb 21 • 477k • 75
google/siglip2-base-patch16-256

Zero-Shot Image Classification • 0.4B • Updated Feb 21 • 52.4k • 6

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154

Image Representation

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
Perception Encoder: The best visual embeddings are not at the output of the network

Paper • 2504.13181 • Published Apr 17 • 34

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?

Paper • 2502.14502 • Published Feb 20 • 91
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154

seanghay/khmer_mpwt_speech

Viewer • Updated Jun 22, 2023 • 2.06k • 140 • 8
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Paper • 2401.02954 • Published Jan 5, 2024 • 48
openai/whisper-large-v3-turbo

Automatic Speech Recognition • 0.8B • Updated Oct 4, 2024 • 4.01M • • 2.67k
Running

3.45k

3.45k

The Ultra-Scale Playbook

🌌

The ultimate guide to training LLM on large GPU Clusters

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

Paper • 2502.14834 • Published Feb 20 • 24
Qwen2.5-VL Technical Report

Paper • 2502.13923 • Published Feb 19 • 208
DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks

Paper • 2502.17157 • Published Feb 24 • 52

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation

Paper • 2502.14846 • Published Feb 20 • 14
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers

Paper • 2502.14377 • Published Feb 20 • 12

Image-Text Alignment

QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation

Paper • 2502.05178 • Published Feb 7 • 10
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation

Paper • 2502.14846 • Published Feb 20 • 14
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Paper • 2502.14786 • Published Feb 20 • 154
Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features

Paper • 2504.00557 • Published Apr 1 • 15

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