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Hugging Face Docs for Humans and AI Agents
Organizations
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NVLM: Open Frontier-Class Multimodal LLMs
Paper • 2409.11402 • Published • 74 -
BRAVE: Broadening the visual encoding of vision-language models
Paper • 2404.07204 • Published • 19 -
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
Paper • 2403.18814 • Published • 47 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 121
Models mentioned in https://huggingface.co/papers/2404.07204
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facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 373k • 95 -
google/flan-t5-xl
3B • Updated • 164k • 521 -
google/siglip-large-patch16-384
Zero-Shot Image Classification • 0.7B • Updated • 21.5k • 9 -
google/vit-huge-patch14-224-in21k
Image Feature Extraction • 0.6B • Updated • 8.34k • 22
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facebook/deit-base-distilled-patch16-384
Image Classification • 87.6M • Updated • 451 • 7 -
facebook/convnextv2-base-1k-224
Image Classification • 88.7M • Updated • 371 • 4 -
facebook/deit-base-distilled-patch16-224
Image Classification • Updated • 8.87k • • 31 -
google/vit-base-patch32-384
Image Classification • 88.3M • Updated • 8.32k • • 23
A collection of instance/semantic/panoptic segmentation models.
-
facebook/maskformer-swin-large-coco
Image Segmentation • 0.2B • Updated • 585 • 27 -
nvidia/segformer-b0-finetuned-ade-512-512
Image Segmentation • 3.75M • Updated • 393k • • 172 -
facebook/detr-resnet-50-dc5-panoptic
Image Segmentation • 43M • Updated • 19 • 3 -
nvidia/segformer-b5-finetuned-cityscapes-1024-1024
Image Segmentation • Updated • 82.5k • • 35
Collection of image to image editing, image enhancement (SR, deblur, brighten) and text-to-image adapter models.
This collection contains image captioning and OCR models.
-
Salesforce/blip-image-captioning-large
Image-to-Text • 0.5B • Updated • 1.1M • 1.43k -
Salesforce/blip-image-captioning-base
Image-to-Text • Updated • 2.55M • 808 -
microsoft/trocr-base-handwritten
Image-to-Text • 0.3B • Updated • 193k • 454 -
microsoft/git-large-coco
Image-to-Text • 0.4B • Updated • 3.37k • 104
Foundation models for computer vision.
Models and applications of OWL-ViT and OWLv2.
A collection of open-source document AI 📄 📝 📈
Papers about vision-language models, most important ones are on top of the list.
-
Improved Baselines with Visual Instruction Tuning
Paper • 2310.03744 • Published • 39 -
DeepSeek-VL: Towards Real-World Vision-Language Understanding
Paper • 2403.05525 • Published • 46 -
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities
Paper • 2308.12966 • Published • 11 -
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
Paper • 2404.01331 • Published • 27
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 163k • 143 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 30.3k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 28.5k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 39.8k • 28
A comprehensive collection on DAv2
This collection has all the vision language leaderboards.
All the models and demos for SAM2
All the releases of the week of 30th May.
A collection of DSE models for multimodal retrieval
Models and datasets of the second week of Jan 2025.
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ibm-granite/granite-3.0-8b-instruct
Text Generation • 8B • Updated • 23.4k • 203 -
ibm-granite/granite-3.0-2b-instruct
Text Generation • 3B • Updated • 2.25k • 46 -
CohereLabs/aya-expanse-8b
Text Generation • 8B • Updated • 66.1k • 410 -
CohereLabs/aya-expanse-32b
Text Generation • 32B • Updated • 8.01k • • 279
Recent depth models
Collection of useful computer vision backbones to fine-tune. It also includes large image classification models, that can be used as backbone.
-
microsoft/resnet-50
Image Classification • 25.6M • Updated • 222k • • 454 -
google/vit-base-patch16-224-in21k
Image Feature Extraction • 86.4M • Updated • 2.18M • 377 -
google/vit-base-patch32-224-in21k
Image Feature Extraction • 88M • Updated • 16.9k • 19 -
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 373k • 95
-
facebook/detr-resnet-50
Object Detection • 41.6M • Updated • 861k • • 906 -
facebook/detr-resnet-101-dc5
Object Detection • 60.7M • Updated • 1.95k • 19 -
facebook/detr-resnet-50-dc5
Object Detection • 41.6M • Updated • 2.44k • 6 -
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 163k • 143
This is a collection for models that can be used for zero-shot image classification.
-
openai/clip-vit-large-patch14
Zero-Shot Image Classification • 0.4B • Updated • 12M • 1.89k -
openai/clip-vit-base-patch32
Zero-Shot Image Classification • Updated • 21M • 803 -
laion/CLIP-ViT-bigG-14-laion2B-39B-b160k
Zero-Shot Image Classification • Updated • 113k • 295 -
kakaobrain/align-base
Zero-Shot Image Classification • Updated • 8.28k • 26
-
microsoft/xclip-base-patch32
Video Classification • 0.2B • Updated • 251k • 104 -
facebook/timesformer-base-finetuned-k400
Video Classification • Updated • 32.3k • 42 -
facebook/timesformer-base-finetuned-k600
Video Classification • Updated • 6.65k • 12 -
google/vivit-b-16x2
Video Classification • Updated • 543 • 11
This collection contains models and demos of SAM and it's smaller friends.
A collection dedicated to SigLIP applications
-
72
Draw To Search Art
🐠Draw/upload image and search among WikiART using SigLIP
-
23
Compare Clip Siglip
🏃Compare strong zero-shot image classification models
-
13
Multilingual Zero Shot Image Clf
🏢Comparing powerful multilingual zero-shot image clf models
-
BAAI/bunny-phi-2-siglip-lora
Text Generation • Updated • 179 • 48
A collection of everything SegGPT.
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 163k • 143 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 30.3k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 28.5k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 39.8k • 28
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 163k • 143 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 30.3k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 28.5k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 39.8k • 28
A collection of video-language models
-
21
Video Llava
🐨Generate descriptions by uploading images or videos
-
llava-hf/LLaVA-NeXT-Video-7B-hf
Video-Text-to-Text • 7B • Updated • 98.7k • 113 -
llava-hf/LLaVA-NeXT-Video-7B-DPO-hf
Video-Text-to-Text • 7B • Updated • 2.07k • 10 -
llava-hf/LLaVA-NeXT-Video-7B-32K-hf
Image-Text-to-Text • 8B • Updated • 88 • 7
All the releases of the week of 30th May.
A collection of DSE models for multimodal retrieval
Models and datasets of the second week of Jan 2025.
-
NVLM: Open Frontier-Class Multimodal LLMs
Paper • 2409.11402 • Published • 74 -
BRAVE: Broadening the visual encoding of vision-language models
Paper • 2404.07204 • Published • 19 -
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
Paper • 2403.18814 • Published • 47 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 121
-
ibm-granite/granite-3.0-8b-instruct
Text Generation • 8B • Updated • 23.4k • 203 -
ibm-granite/granite-3.0-2b-instruct
Text Generation • 3B • Updated • 2.25k • 46 -
CohereLabs/aya-expanse-8b
Text Generation • 8B • Updated • 66.1k • 410 -
CohereLabs/aya-expanse-32b
Text Generation • 32B • Updated • 8.01k • • 279
Recent depth models
Models mentioned in https://huggingface.co/papers/2404.07204
-
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 373k • 95 -
google/flan-t5-xl
3B • Updated • 164k • 521 -
google/siglip-large-patch16-384
Zero-Shot Image Classification • 0.7B • Updated • 21.5k • 9 -
google/vit-huge-patch14-224-in21k
Image Feature Extraction • 0.6B • Updated • 8.34k • 22
Collection of useful computer vision backbones to fine-tune. It also includes large image classification models, that can be used as backbone.
-
microsoft/resnet-50
Image Classification • 25.6M • Updated • 222k • • 454 -
google/vit-base-patch16-224-in21k
Image Feature Extraction • 86.4M • Updated • 2.18M • 377 -
google/vit-base-patch32-224-in21k
Image Feature Extraction • 88M • Updated • 16.9k • 19 -
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 373k • 95
-
facebook/deit-base-distilled-patch16-384
Image Classification • 87.6M • Updated • 451 • 7 -
facebook/convnextv2-base-1k-224
Image Classification • 88.7M • Updated • 371 • 4 -
facebook/deit-base-distilled-patch16-224
Image Classification • Updated • 8.87k • • 31 -
google/vit-base-patch32-384
Image Classification • 88.3M • Updated • 8.32k • • 23
-
facebook/detr-resnet-50
Object Detection • 41.6M • Updated • 861k • • 906 -
facebook/detr-resnet-101-dc5
Object Detection • 60.7M • Updated • 1.95k • 19 -
facebook/detr-resnet-50-dc5
Object Detection • 41.6M • Updated • 2.44k • 6 -
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 163k • 143
A collection of instance/semantic/panoptic segmentation models.
-
facebook/maskformer-swin-large-coco
Image Segmentation • 0.2B • Updated • 585 • 27 -
nvidia/segformer-b0-finetuned-ade-512-512
Image Segmentation • 3.75M • Updated • 393k • • 172 -
facebook/detr-resnet-50-dc5-panoptic
Image Segmentation • 43M • Updated • 19 • 3 -
nvidia/segformer-b5-finetuned-cityscapes-1024-1024
Image Segmentation • Updated • 82.5k • • 35
This is a collection for models that can be used for zero-shot image classification.
-
openai/clip-vit-large-patch14
Zero-Shot Image Classification • 0.4B • Updated • 12M • 1.89k -
openai/clip-vit-base-patch32
Zero-Shot Image Classification • Updated • 21M • 803 -
laion/CLIP-ViT-bigG-14-laion2B-39B-b160k
Zero-Shot Image Classification • Updated • 113k • 295 -
kakaobrain/align-base
Zero-Shot Image Classification • Updated • 8.28k • 26
Collection of image to image editing, image enhancement (SR, deblur, brighten) and text-to-image adapter models.
-
microsoft/xclip-base-patch32
Video Classification • 0.2B • Updated • 251k • 104 -
facebook/timesformer-base-finetuned-k400
Video Classification • Updated • 32.3k • 42 -
facebook/timesformer-base-finetuned-k600
Video Classification • Updated • 6.65k • 12 -
google/vivit-b-16x2
Video Classification • Updated • 543 • 11
This collection contains image captioning and OCR models.
-
Salesforce/blip-image-captioning-large
Image-to-Text • 0.5B • Updated • 1.1M • 1.43k -
Salesforce/blip-image-captioning-base
Image-to-Text • Updated • 2.55M • 808 -
microsoft/trocr-base-handwritten
Image-to-Text • 0.3B • Updated • 193k • 454 -
microsoft/git-large-coco
Image-to-Text • 0.4B • Updated • 3.37k • 104
Foundation models for computer vision.
This collection contains models and demos of SAM and it's smaller friends.
Models and applications of OWL-ViT and OWLv2.
A collection dedicated to SigLIP applications
-
72
Draw To Search Art
🐠Draw/upload image and search among WikiART using SigLIP
-
23
Compare Clip Siglip
🏃Compare strong zero-shot image classification models
-
13
Multilingual Zero Shot Image Clf
🏢Comparing powerful multilingual zero-shot image clf models
-
BAAI/bunny-phi-2-siglip-lora
Text Generation • Updated • 179 • 48
A collection of open-source document AI 📄 📝 📈
A collection of everything SegGPT.
Papers about vision-language models, most important ones are on top of the list.
-
Improved Baselines with Visual Instruction Tuning
Paper • 2310.03744 • Published • 39 -
DeepSeek-VL: Towards Real-World Vision-Language Understanding
Paper • 2403.05525 • Published • 46 -
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities
Paper • 2308.12966 • Published • 11 -
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
Paper • 2404.01331 • Published • 27
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 163k • 143 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 30.3k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 28.5k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 39.8k • 28
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 163k • 143 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 30.3k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 28.5k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 39.8k • 28
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 163k • 143 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 30.3k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 28.5k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 39.8k • 28
A comprehensive collection on DAv2
This collection has all the vision language leaderboards.
A collection of video-language models
-
21
Video Llava
🐨Generate descriptions by uploading images or videos
-
llava-hf/LLaVA-NeXT-Video-7B-hf
Video-Text-to-Text • 7B • Updated • 98.7k • 113 -
llava-hf/LLaVA-NeXT-Video-7B-DPO-hf
Video-Text-to-Text • 7B • Updated • 2.07k • 10 -
llava-hf/LLaVA-NeXT-Video-7B-32K-hf
Image-Text-to-Text • 8B • Updated • 88 • 7
All the models and demos for SAM2