vumichien commited on
Commit
f7947bf
·
verified ·
1 Parent(s): dff6654

Add new SentenceTransformer model with an openvino 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': 512, 'do_lower_case': False}) with Transformer model: OVModelForFeatureExtraction
(1): Pooling({'word_embedding_dimension': 768, '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})
)
```

## 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(
"Detomo/cl-nagoya-sup-simcse-ja-nss-v1_0_2",
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 CHANGED
@@ -1,4 +1,5 @@
1
  {
 
2
  "architectures": [
3
  "BertModel"
4
  ],
@@ -17,7 +18,7 @@
17
  "pad_token_id": 0,
18
  "position_embedding_type": "absolute",
19
  "torch_dtype": "float32",
20
- "transformers_version": "4.51.3",
21
  "type_vocab_size": 2,
22
  "use_cache": true,
23
  "vocab_size": 32768
 
1
  {
2
+ "_name_or_path": "Detomo/cl-nagoya-sup-simcse-ja-nss-v1_0_2",
3
  "architectures": [
4
  "BertModel"
5
  ],
 
18
  "pad_token_id": 0,
19
  "position_embedding_type": "absolute",
20
  "torch_dtype": "float32",
21
+ "transformers_version": "4.48.3",
22
  "type_vocab_size": 2,
23
  "use_cache": true,
24
  "vocab_size": 32768
config_sentence_transformers.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "__version__": {
3
  "sentence_transformers": "3.4.1",
4
- "transformers": "4.51.3",
5
  "pytorch": "2.6.0+cu124"
6
  },
7
  "prompts": {},
 
1
  {
2
  "__version__": {
3
  "sentence_transformers": "3.4.1",
4
+ "transformers": "4.48.3",
5
  "pytorch": "2.6.0+cu124"
6
  },
7
  "prompts": {},
openvino/openvino_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:721af7756bb70348e5c7327cec35778ce076391dd29a84ae3fb68d448dac66ea
3
+ size 442470560
openvino/openvino_model.xml ADDED
The diff for this file is too large to render. See raw diff