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UKPLab/sentence-transformers

版本发布时间: 2021-03-19 04:57:58

UKPLab/sentence-transformers最新发布版本:v3.0.1(2024-06-07 21:01:30)

This release brings many new improvements and new features. Also, the version number scheme is updated. Now we use the format x.y.z with x: for major releases, y: smaller releases with new features, z: bugfixes

Text-Image-Model CLIP

You can now encode text and images in the same vector space using the OpenAI CLIP Model. You can use the model like this:

from sentence_transformers import SentenceTransformer, util
from PIL import Image

#Load CLIP model
model = SentenceTransformer('clip-ViT-B-32')

#Encode an image:
img_emb = model.encode(Image.open('two_dogs_in_snow.jpg'))

#Encode text descriptions
text_emb = model.encode(['Two dogs in the snow', 'A cat on a table', 'A picture of London at night'])

#Compute cosine similarities 
cos_scores = util.cos_sim(img_emb, text_emb)
print(cos_scores)

More Information IPython Demo Colab Demo

Examples how to train the CLIP model on your data will be added soon.

New Models

New Features

New Examples

Bugfixes

Breaking changes:

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