aliakseilabanau commited on
Commit
25c9187
·
verified ·
1 Parent(s): ec6ca70

Add new SentenceTransformer model

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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': 512, 'do_lower_case': True}) with Transformer model: BertModel
(1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, '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(
"aliakseilabanau/bge-small-en",
revision=f"refs/pr/{pr_number}",
backend="torch",
)

# 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)
```

README.md CHANGED
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config_sentence_transformers.json CHANGED
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  {
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  "__version__": {
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- "sentence_transformers": "3.3.0",
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  "transformers": "4.44.2",
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  "pytorch": "2.5.1+cpu"
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  },
 
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  {
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  "__version__": {
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+ "sentence_transformers": "3.3.1",
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  "transformers": "4.44.2",
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  "pytorch": "2.5.1+cpu"
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  },
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