Add new SentenceTransformer model with an openvino backend
Browse filesHello!
*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': 75, 'do_lower_case': False}) with Transformer model: OVModelForFeatureExtraction
(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})
)
```
## 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(
"ostoveland/SBertBaseMittanbudver3",
revision=f"refs/pr/{pr_number}",
backend="openvino",
)
# 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)
```
- config.json +1 -1
- config_sentence_transformers.json +1 -1
- openvino/openvino_model.bin +3 -0
- openvino/openvino_model.xml +0 -0
- tokenizer_config.json +1 -1
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{
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"_name_or_path": "
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"architectures": [
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"BertModel"
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{
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"_name_or_path": "ostoveland/SBertBaseMittanbudver3",
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"architectures": [
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"BertModel"
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],
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"__version__": {
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"sentence_transformers": "3.3.1",
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"transformers": "4.46.3",
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"pytorch": "2.5.1
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"prompts": {},
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"__version__": {
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"sentence_transformers": "3.3.1",
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"transformers": "4.46.3",
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"pytorch": "2.5.1"
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},
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"prompts": {},
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version https://git-lfs.github.com/spec/v1
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size 709055648
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"do_lower_case": false,
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"mask_token": "[MASK]",
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"max_length": 75,
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"pad_token": "[PAD]",
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"do_lower_case": false,
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"mask_token": "[MASK]",
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"max_length": 75,
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"model_max_length": 75,
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"pad_to_multiple_of": null,
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"pad_token": "[PAD]",
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