tomaarsen HF staff commited on
Commit
3cbad35
1 Parent(s): 58d6e1c

Add new SentenceTransformer model with an onnx backend

Browse files

Hello!

*This pull request has been automatically generated from the [`push_to_hub`](https://sbert.net/docs/package_reference/sentence_transformer/SentenceTransformer.html#sentence_transformers.SentenceTransformer.push_to_hub) method from the Sentence Transformers library.*

## Full Model Architecture:
```
SentenceTransformer(
(0): Transformer({'max_seq_length': 384, 'do_lower_case': False}) with Transformer model: ORTModelForFeatureExtraction
(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
(2): Normalize()
)
```

## Tip:
Consider testing this pull request before merging by loading the model from this PR with the `revision` argument:
```python
from sentence_transformers import SentenceTransformer

# TODO: Fill in the PR number
pr_number = 2
model = SentenceTransformer(
"tomaarsen/all-mpnet-base-v2",
revision=f"refs/pr/{pr_number}",
backend="onnx",
)

# Verify that everything works as expected
embeddings = model.encode(["The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium."])
print(embeddings.shape)

similarities = model.similarity(embeddings, embeddings)
print(similarities)
```

Files changed (2) hide show
  1. config.json +1 -1
  2. onnx/model.onnx +3 -0
config.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "_name_or_path": "sentence-transformers/all-mpnet-base-v2",
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  "architectures": [
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  "MPNetModel"
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  ],
 
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  {
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+ "_name_or_path": "tomaarsen/all-mpnet-base-v2",
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  "architectures": [
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  "MPNetModel"
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  ],
onnx/model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:74187b16d9c946fea252e120cfd7a12c5779d8b8b86838a2e4c56573c47941bd
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+ size 435826548