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Model Recipes

Recipes are discovered directly from families/*/tests/manifests/*.json. There is no central family registry or support matrix.

Multimodal

Hugging Face taskModel familiesDeclared recipesWhat it covers
Vision-language generation614Family-owned implementations of the vision-language generation task interface.

Natural Language Processing

Hugging Face taskModel familiesDeclared recipesWhat it covers
Embedding24Family-owned implementations of the embedding task interface.
Encoding1232Family-owned implementations of the encoding task interface.
Text generation40100Family-owned implementations of the text generation task interface.
Text ranking12Family-owned implementations of the text ranking task interface.

Computer Vision

Hugging Face taskModel familiesDeclared recipesWhat it covers
Batch image generation11Family-owned implementations of the batch image generation task interface.
Depth estimation11Family-owned implementations of the depth estimation task interface.
Image classification1011Family-owned implementations of the image classification task interface.
Image editing11Family-owned implementations of the image editing task interface.
Image feature extraction13Family-owned implementations of the image feature extraction task interface.
Image generation929Family-owned implementations of the image generation task interface.
Image segmentation12Family-owned implementations of the image segmentation task interface.
Monocular geometry11Family-owned implementations of the monocular geometry task interface.
Prompted segmentation12Family-owned implementations of the prompted segmentation task interface.
Text-prompted segmentation11Family-owned implementations of the text-prompted segmentation task interface.
Video segmentation11Family-owned implementations of the video segmentation task interface.
World-model generation11Family-owned implementations of the world-model generation task interface.

Audio

Hugging Face taskModel familiesDeclared recipesWhat it covers
Speech recognition27Family-owned implementations of the speech recognition task interface.
Speech session11Family-owned implementations of the speech session task interface.
Speech to speech13Family-owned implementations of the speech to speech task interface.
Streaming speech recognition13Family-owned implementations of the streaming speech recognition task interface.
Text to speech27Family-owned implementations of the text to speech task interface.

Time Series

Hugging Face taskModel familiesDeclared recipesWhat it covers
Time-series forecasting49Family-owned implementations of the time-series forecasting task interface.