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VLMs, vision & co
Recent Activity
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new activity
4 days ago
huggingface/transformers-metadata:Fix tags for multimodal Qwens
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a dataset
4 days ago
merve/doclaynet-small
Organizations
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moonshotai/Kimi-VL-A3B-Thinking
Image-Text-to-Text • 16B • Updated • 4.58k • 438 -
agentica-org/DeepCoder-14B-Preview
Text Generation • 15B • Updated • 30.5k • • 676 -
HiDream-ai/HiDream-I1-Full
Text-to-Image • Updated • 143k • • 962 -
OpenGVLab/InternVL3-78B
Image-Text-to-Text • 78B • Updated • 441k • 216
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NVLM: Open Frontier-Class Multimodal LLMs
Paper • 2409.11402 • Published • 75 -
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 • 48 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 122
Models mentioned in https://huggingface.co/papers/2404.07204
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facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 610k • 92 -
google/flan-t5-xl
3B • Updated • 335k • 518 -
google/siglip-large-patch16-384
Zero-Shot Image Classification • 0.7B • Updated • 15.2k • 8 -
google/vit-huge-patch14-224-in21k
Image Feature Extraction • 0.6B • Updated • 49.2k • 21
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facebook/deit-base-distilled-patch16-384
Image Classification • 0.1B • Updated • 554 • 6 -
facebook/convnextv2-base-1k-224
Image Classification • 0.1B • Updated • 274 • • 3 -
facebook/deit-base-distilled-patch16-224
Image Classification • Updated • 14.6k • • 27 -
google/vit-base-patch32-384
Image Classification • 0.1B • Updated • 4.74k • • 23
A collection of instance/semantic/panoptic segmentation models.
-
facebook/maskformer-swin-large-coco
Image Segmentation • 0.2B • Updated • 1.28k • • 26 -
nvidia/segformer-b0-finetuned-ade-512-512
Image Segmentation • 0.0B • Updated • 215k • • 164 -
facebook/detr-resnet-50-dc5-panoptic
Image Segmentation • 0.0B • Updated • 37 • • 3 -
nvidia/segformer-b5-finetuned-cityscapes-1024-1024
Image Segmentation • Updated • 183k • • 30
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.
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Salesforce/blip-image-captioning-large
Image-to-Text • 0.5B • Updated • 1.17M • 1.4k -
Salesforce/blip-image-captioning-base
Image-to-Text • Updated • 1.92M • 773 -
microsoft/trocr-base-handwritten
Image-to-Text • 0.3B • Updated • 611k • 437 -
microsoft/git-large-coco
Image-to-Text • 0.4B • Updated • 7.68k • 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 • 47 -
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities
Paper • 2308.12966 • Published • 9 -
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
Paper • 2404.01331 • Published • 28
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google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 126k • 138 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 7.45k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 35.6k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 17.5k • 27
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
-
Qwen/Qwen2-VL-7B-Instruct
Image-Text-to-Text • 8B • Updated • 497k • • 1.22k -
Qwen/Qwen2-VL-2B-Instruct
Image-Text-to-Text • 2B • Updated • 2.97M • 447 -
CohereLabs/aya-vision-8b
Image-Text-to-Text • 9B • Updated • 61.3k • • 309 -
CohereLabs/aya-vision-32b
Image-Text-to-Text • 33B • Updated • 150 • • 215
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 • 30.4k • 202 -
ibm-granite/granite-3.0-2b-instruct
Text Generation • 3B • Updated • 4.81k • 46 -
CohereLabs/aya-expanse-8b
Text Generation • 8B • Updated • 16.4k • • 400 -
CohereLabs/aya-expanse-32b
Text Generation • 32B • Updated • 7.54k • • 267
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.
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microsoft/resnet-50
Image Classification • 0.0B • Updated • 152k • • 436 -
google/vit-base-patch16-224-in21k
Image Feature Extraction • 0.1B • Updated • 8.04M • 368 -
google/vit-base-patch32-224-in21k
Image Feature Extraction • 0.1B • Updated • 56.1k • 19 -
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 610k • 92
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facebook/detr-resnet-50
Object Detection • 0.0B • Updated • 556k • • 893 -
facebook/detr-resnet-101-dc5
Object Detection • 0.1B • Updated • 3.09k • 19 -
facebook/detr-resnet-50-dc5
Object Detection • 0.0B • Updated • 1.79k • 6 -
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 126k • 138
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 • 8.88M • 1.85k -
openai/clip-vit-base-patch32
Zero-Shot Image Classification • Updated • 16.8M • 753 -
laion/CLIP-ViT-bigG-14-laion2B-39B-b160k
Zero-Shot Image Classification • Updated • 136k • 290 -
kakaobrain/align-base
Zero-Shot Image Classification • Updated • 14.3k • 26
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microsoft/xclip-base-patch32
Video Classification • 0.2B • Updated • 144k • 100 -
facebook/timesformer-base-finetuned-k400
Video Classification • Updated • 22.5k • 42 -
facebook/timesformer-base-finetuned-k600
Video Classification • Updated • 8.46k • 12 -
google/vivit-b-16x2
Video Classification • Updated • 343 • 11
This collection contains models and demos of SAM and it's smaller friends.
A collection dedicated to SigLIP applications
-
71
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 • 45 • 48
A collection of everything SegGPT.
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 126k • 138 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 7.45k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 35.6k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 17.5k • 27
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 126k • 138 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 7.45k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 35.6k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 17.5k • 27
A collection of video-language models
-
21
Video Llava
🐨Generate descriptions by uploading images or videos
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llava-hf/LLaVA-NeXT-Video-7B-hf
Video-Text-to-Text • 7B • Updated • 106k • 108 -
llava-hf/LLaVA-NeXT-Video-7B-DPO-hf
Video-Text-to-Text • 7B • Updated • 1.49k • 9 -
llava-hf/LLaVA-NeXT-Video-7B-32K-hf
Image-Text-to-Text • 8B • Updated • 1.23k • 7
All the releases of the week of 30th May.
A collection of DSE models for multimodal retrieval
-
moonshotai/Kimi-VL-A3B-Thinking
Image-Text-to-Text • 16B • Updated • 4.58k • 438 -
agentica-org/DeepCoder-14B-Preview
Text Generation • 15B • Updated • 30.5k • • 676 -
HiDream-ai/HiDream-I1-Full
Text-to-Image • Updated • 143k • • 962 -
OpenGVLab/InternVL3-78B
Image-Text-to-Text • 78B • Updated • 441k • 216
-
Qwen/Qwen2-VL-7B-Instruct
Image-Text-to-Text • 8B • Updated • 497k • • 1.22k -
Qwen/Qwen2-VL-2B-Instruct
Image-Text-to-Text • 2B • Updated • 2.97M • 447 -
CohereLabs/aya-vision-8b
Image-Text-to-Text • 9B • Updated • 61.3k • • 309 -
CohereLabs/aya-vision-32b
Image-Text-to-Text • 33B • Updated • 150 • • 215
Models and datasets of the second week of Jan 2025.
-
NVLM: Open Frontier-Class Multimodal LLMs
Paper • 2409.11402 • Published • 75 -
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 • 48 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 122
-
ibm-granite/granite-3.0-8b-instruct
Text Generation • 8B • Updated • 30.4k • 202 -
ibm-granite/granite-3.0-2b-instruct
Text Generation • 3B • Updated • 4.81k • 46 -
CohereLabs/aya-expanse-8b
Text Generation • 8B • Updated • 16.4k • • 400 -
CohereLabs/aya-expanse-32b
Text Generation • 32B • Updated • 7.54k • • 267
Recent depth models
Models mentioned in https://huggingface.co/papers/2404.07204
-
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 610k • 92 -
google/flan-t5-xl
3B • Updated • 335k • 518 -
google/siglip-large-patch16-384
Zero-Shot Image Classification • 0.7B • Updated • 15.2k • 8 -
google/vit-huge-patch14-224-in21k
Image Feature Extraction • 0.6B • Updated • 49.2k • 21
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 • 0.0B • Updated • 152k • • 436 -
google/vit-base-patch16-224-in21k
Image Feature Extraction • 0.1B • Updated • 8.04M • 368 -
google/vit-base-patch32-224-in21k
Image Feature Extraction • 0.1B • Updated • 56.1k • 19 -
facebook/dinov2-large
Image Feature Extraction • 0.3B • Updated • 610k • 92
-
facebook/deit-base-distilled-patch16-384
Image Classification • 0.1B • Updated • 554 • 6 -
facebook/convnextv2-base-1k-224
Image Classification • 0.1B • Updated • 274 • • 3 -
facebook/deit-base-distilled-patch16-224
Image Classification • Updated • 14.6k • • 27 -
google/vit-base-patch32-384
Image Classification • 0.1B • Updated • 4.74k • • 23
-
facebook/detr-resnet-50
Object Detection • 0.0B • Updated • 556k • • 893 -
facebook/detr-resnet-101-dc5
Object Detection • 0.1B • Updated • 3.09k • 19 -
facebook/detr-resnet-50-dc5
Object Detection • 0.0B • Updated • 1.79k • 6 -
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 126k • 138
A collection of instance/semantic/panoptic segmentation models.
-
facebook/maskformer-swin-large-coco
Image Segmentation • 0.2B • Updated • 1.28k • • 26 -
nvidia/segformer-b0-finetuned-ade-512-512
Image Segmentation • 0.0B • Updated • 215k • • 164 -
facebook/detr-resnet-50-dc5-panoptic
Image Segmentation • 0.0B • Updated • 37 • • 3 -
nvidia/segformer-b5-finetuned-cityscapes-1024-1024
Image Segmentation • Updated • 183k • • 30
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 • 8.88M • 1.85k -
openai/clip-vit-base-patch32
Zero-Shot Image Classification • Updated • 16.8M • 753 -
laion/CLIP-ViT-bigG-14-laion2B-39B-b160k
Zero-Shot Image Classification • Updated • 136k • 290 -
kakaobrain/align-base
Zero-Shot Image Classification • Updated • 14.3k • 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 • 144k • 100 -
facebook/timesformer-base-finetuned-k400
Video Classification • Updated • 22.5k • 42 -
facebook/timesformer-base-finetuned-k600
Video Classification • Updated • 8.46k • 12 -
google/vivit-b-16x2
Video Classification • Updated • 343 • 11
This collection contains image captioning and OCR models.
-
Salesforce/blip-image-captioning-large
Image-to-Text • 0.5B • Updated • 1.17M • 1.4k -
Salesforce/blip-image-captioning-base
Image-to-Text • Updated • 1.92M • 773 -
microsoft/trocr-base-handwritten
Image-to-Text • 0.3B • Updated • 611k • 437 -
microsoft/git-large-coco
Image-to-Text • 0.4B • Updated • 7.68k • 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
-
71
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 • 45 • 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 • 47 -
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities
Paper • 2308.12966 • Published • 9 -
LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model
Paper • 2404.01331 • Published • 28
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 126k • 138 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 7.45k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 35.6k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 17.5k • 27
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 126k • 138 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 7.45k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 35.6k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 17.5k • 27
-
google/owlvit-base-patch32
Zero-Shot Object Detection • 0.2B • Updated • 126k • 138 -
google/owlvit-base-patch16
Zero-Shot Object Detection • Updated • 7.45k • 12 -
google/owlvit-large-patch14
Zero-Shot Object Detection • Updated • 35.6k • 26 -
google/owlv2-base-patch16
Zero-Shot Object Detection • 0.2B • Updated • 17.5k • 27
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 • 106k • 108 -
llava-hf/LLaVA-NeXT-Video-7B-DPO-hf
Video-Text-to-Text • 7B • Updated • 1.49k • 9 -
llava-hf/LLaVA-NeXT-Video-7B-32K-hf
Image-Text-to-Text • 8B • Updated • 1.23k • 7
All the models and demos for SAM2