Add new SentenceTransformer model with an onnx 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': 512, 'do_lower_case': False}) with Transformer model: ORTModelForFeatureExtraction
(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})
(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(
"seregadgl/sts_v11",
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)
```
- config.json +1 -1
- config_sentence_transformers.json +1 -1
- onnx/model.onnx +3 -0
|
@@ -24,7 +24,7 @@
|
|
| 24 |
"pooler_type": "first_token_transform",
|
| 25 |
"position_embedding_type": "absolute",
|
| 26 |
"torch_dtype": "float32",
|
| 27 |
-
"transformers_version": "4.
|
| 28 |
"type_vocab_size": 2,
|
| 29 |
"use_cache": true,
|
| 30 |
"vocab_size": 55083
|
|
|
|
| 24 |
"pooler_type": "first_token_transform",
|
| 25 |
"position_embedding_type": "absolute",
|
| 26 |
"torch_dtype": "float32",
|
| 27 |
+
"transformers_version": "4.52.4",
|
| 28 |
"type_vocab_size": 2,
|
| 29 |
"use_cache": true,
|
| 30 |
"vocab_size": 55083
|
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"__version__": {
|
| 3 |
"sentence_transformers": "4.1.0",
|
| 4 |
-
"transformers": "4.
|
| 5 |
"pytorch": "2.6.0+cu124"
|
| 6 |
},
|
| 7 |
"prompts": {},
|
|
|
|
| 1 |
{
|
| 2 |
"__version__": {
|
| 3 |
"sentence_transformers": "4.1.0",
|
| 4 |
+
"transformers": "4.52.4",
|
| 5 |
"pytorch": "2.6.0+cu124"
|
| 6 |
},
|
| 7 |
"prompts": {},
|
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:beeafafa67aca564b9860fe645be572fcbc615d49830e8866136960cbe5580fe
|
| 3 |
+
size 511365053
|