Xenova HF staff commited on
Commit
ca2c6b8
1 Parent(s): e4ce987

Upload ONNX weights exported via optimum with `library='sentence-transformers'`

Browse files

Command ran:
```
optimum-cli export onnx --model sentence-transformers/all-MiniLM-L6-v2 ./sbert/
```
Output:
```
Validating ONNX model sbert/model.onnx...
-[✓] ONNX model output names match reference model (sentence_embedding, token_embeddings)
- Validating ONNX Model output "token_embeddings":
-[✓] (2, 16, 384) matches (2, 16, 384)
-[✓] all values close (atol: 1e-05)
- Validating ONNX Model output "sentence_embedding":
-[✓] (2, 384) matches (2, 384)
-[✓] all values close (atol: 1e-05)
```

Note: This is slightly different to https://huggingface.co/Xenova/all-MiniLM-L6-v2. That model has the `last_hidden_state` output name, whereas this model has `token_embeddings` and `sentence_embedding`.

config.json CHANGED
@@ -1,9 +1,11 @@
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  {
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- "_name_or_path": "nreimers/MiniLM-L6-H384-uncased",
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  "architectures": [
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  "BertModel"
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  "attention_probs_dropout_prob": 0.1,
 
 
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  "gradient_checkpointing": false,
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  "hidden_act": "gelu",
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  "hidden_dropout_prob": 0.1,
@@ -17,7 +19,7 @@
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  "num_hidden_layers": 6,
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  "pad_token_id": 0,
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  "position_embedding_type": "absolute",
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- "transformers_version": "4.8.2",
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  "type_vocab_size": 2,
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  "use_cache": true,
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  "vocab_size": 30522
 
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  {
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  "architectures": [
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  "BertModel"
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  ],
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  "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "export_model_type": "transformer",
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  "gradient_checkpointing": false,
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  "hidden_act": "gelu",
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  "hidden_dropout_prob": 0.1,
 
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  "num_hidden_layers": 6,
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  "pad_token_id": 0,
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  "position_embedding_type": "absolute",
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+ "transformers_version": "4.40.2",
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  "type_vocab_size": 2,
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  "use_cache": true,
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  "vocab_size": 30522
onnx/model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c01c3fb6f89996e15c1cb92ea3fa9cc3c76e9f385ed0b88ca71aebfad2be1547
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+ size 90430986
special_tokens_map.json CHANGED
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- {"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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tokenizer.json CHANGED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json CHANGED
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- {"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "name_or_path": "nreimers/MiniLM-L6-H384-uncased", "do_basic_tokenize": true, "never_split": null, "tokenizer_class": "BertTokenizer", "model_max_length": 512}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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