A collection of AIMv2 vision encoders that supports a number of resolutions, native resolution, and a distilled checkpoint.
Apple
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Organization Card
Welcome to the official Hugging Face organization for Apple!
Apple Core ML – Build intelligence into your apps
Core ML is optimized for on-device performance of a broad variety of model types by leveraging Apple Silicon and minimizing memory footprint and power consumption.
- Models
- Depth Anything V2 Core ML: State-of-the-art depth estimation
- DETR Resnet50 Core ML: Semantic Segmentation
- FastViT Core ML: Image Classification
- Stable Diffusion Core ML
- Additional Core ML Model Gallery Models
Apple Machine Learning Research
Open research to enable the community to deliver amazing experiences that improve the lives of millions of people every day.
Models
- DepthPro: State-of-the-art monocular depth estimation.
- OpenELM Base | Instruct: open, Transformer-based language model.
- MobileCLIP: Mobile-friendly image-text models.
- DCLM: State-of-the-art open data language models via dataset curation.
- DFN: State-of-the-art open data CLIP models via dataset curation.
Datasets
- FLAIR: A large image dataset for federated learning.
- DataCompDR: Improved datasets for training image-text models.
Benchmarks
- TiC-CLIP: Benchmark for the design of efficient continual learning of image-text models over years
Select Highlights and Other Resources
- Hugging Face CoreML Examples – Run Core ML models with two lines of code!
- Apple Model Gallery
- New features in Core ML Tools
- Apple Core ML Stable Diffusion – Library to run Stable Diffusion on Apple Silicon with Core ML.
- Hugging Face Blog Posts
Collections
14
models
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apple/aimv2-large-patch14-native
Image Feature Extraction
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57.5k
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apple/aimv2-large-patch14-224-lit
Zero-Shot Image Classification
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3.92k
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apple/aimv2-large-patch14-336-distilled
Image Feature Extraction
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6.28k
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apple/aimv2-large-patch14-224-distilled
Image Feature Extraction
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634
apple/aimv2-3B-patch14-448
Image Feature Extraction
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405
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apple/aimv2-1B-patch14-448
Image Feature Extraction
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apple/aimv2-huge-patch14-448
Image Feature Extraction
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167
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apple/aimv2-large-patch14-448
Image Feature Extraction
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1.17k
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apple/aimv2-3B-patch14-336
Image Feature Extraction
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71
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apple/aimv2-1B-patch14-336
Image Feature Extraction
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77
datasets
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apple/GSM-Symbolic
Viewer
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12.5k
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71
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apple/mmau
Preview
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134
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apple/DataCompDR-1B
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1.28B
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172k
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apple/DataCompDR-12M-bf16
Preview
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apple/DataCompDR-12M
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12.8M
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1.76k
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apple/DataComp-12M
Viewer
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12.8M
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71
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apple/TiC-DataComp
Preview
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2.15k
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apple/flair
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429k
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256
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apple/mkqa
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