Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers
bert
feature-extraction
text-embeddings-inference
Instructions to use sentence-transformers-testing/stsb-bert-tiny-onnx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use sentence-transformers-testing/stsb-bert-tiny-onnx with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence-transformers-testing/stsb-bert-tiny-onnx") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Transformers
How to use sentence-transformers-testing/stsb-bert-tiny-onnx with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("sentence-transformers-testing/stsb-bert-tiny-onnx") model = AutoModel.from_pretrained("sentence-transformers-testing/stsb-bert-tiny-onnx") - Notebooks
- Google Colab
- Kaggle
Add new SentenceTransformer model with an onnx backend
Browse files- config.json +1 -1
- config_sentence_transformers.json +1 -1
- onnx/model.onnx +3 -0
config.json
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{
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"_name_or_path": "sentence-transformers-testing/stsb-bert-tiny-
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"architectures": [
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"BertModel"
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],
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{
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"_name_or_path": "sentence-transformers-testing/stsb-bert-tiny-onnx",
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"architectures": [
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"BertModel"
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],
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config_sentence_transformers.json
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{
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"__version__": {
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"sentence_transformers": "3.
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"transformers": "4.43.4",
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"pytorch": "2.5.0.dev20240807+cu121"
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},
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{
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"__version__": {
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"sentence_transformers": "3.2.0.dev0",
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"transformers": "4.43.4",
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"pytorch": "2.5.0.dev20240807+cu121"
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},
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onnx/model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:c26b1b3e2f210b1e49e7a1a5067f6451c7c9039ac5a91848c5d455372fd5d618
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size 17532461
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