iambestfeed commited on
Commit
b38c601
·
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1 Parent(s): 84f9d9a

Add new SentenceTransformer model with an onnx backend

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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': 256, '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})
)
```

## 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(
"bkai-foundation-models/vietnamese-bi-encoder",
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)
```

1_Pooling/config.json CHANGED
@@ -5,5 +5,6 @@
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  "pooling_mode_max_tokens": false,
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  "pooling_mode_mean_sqrt_len_tokens": false,
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  "pooling_mode_weightedmean_tokens": false,
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- "pooling_mode_lasttoken": false
 
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  }
 
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  "pooling_mode_max_tokens": false,
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  "pooling_mode_mean_sqrt_len_tokens": false,
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  "pooling_mode_weightedmean_tokens": false,
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+ "pooling_mode_lasttoken": false,
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+ "include_prompt": true
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  }
config.json CHANGED
@@ -1,5 +1,4 @@
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  {
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- "_name_or_path": "output/train_bi-encoder-mnrl-vinai-phobert-base-v2-margin_3.0-2023-08-27_23-13-25/",
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  "architectures": [
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  "RobertaModel"
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  ],
@@ -21,7 +20,7 @@
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  "position_embedding_type": "absolute",
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  "tokenizer_class": "PhobertTokenizer",
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  "torch_dtype": "float32",
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- "transformers_version": "4.38.2",
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  "type_vocab_size": 1,
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  "use_cache": true,
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  "vocab_size": 64001
 
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  {
 
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  "architectures": [
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  "RobertaModel"
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  ],
 
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  "position_embedding_type": "absolute",
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  "tokenizer_class": "PhobertTokenizer",
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  "torch_dtype": "float32",
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+ "transformers_version": "4.52.4",
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  "type_vocab_size": 1,
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  "use_cache": true,
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  "vocab_size": 64001
config_sentence_transformers.json CHANGED
@@ -1,7 +1,10 @@
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  {
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  "__version__": {
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- "sentence_transformers": "2.2.2",
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- "transformers": "4.32.0",
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- "pytorch": "2.0.0+cu117"
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- }
 
 
 
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  }
 
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  {
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  "__version__": {
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+ "sentence_transformers": "4.1.0",
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+ "transformers": "4.52.4",
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+ "pytorch": "2.6.0+cu124"
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+ },
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+ "prompts": {},
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+ "default_prompt_name": null,
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+ "similarity_fn_name": "cosine"
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  }
onnx/model.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:96d5be0d0fcbcc27e598d3242b002779df390b563bab968aafade1925fa167cc
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+ size 537974349
special_tokens_map.json CHANGED
@@ -1,9 +1,51 @@
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  {
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- "eos_token": "</s>",
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- "mask_token": "<mask>",
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- "pad_token": "<pad>",
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- "sep_token": "</s>",
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tokenizer_config.json CHANGED
@@ -45,8 +45,9 @@
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  "clean_up_tokenization_spaces": true,
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  "cls_token": "<s>",
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  "sep_token": "</s>",
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  "tokenizer_class": "PhobertTokenizer",