Upload ONNX weights exported via optimum with `library='sentence-transformers'`
Browse filesCommand 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 +4 -2
- onnx/model.onnx +3 -0
- special_tokens_map.json +37 -1
- tokenizer.json +0 -0
- tokenizer_config.json +64 -1
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{
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"_name_or_path": "
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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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"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.
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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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"_name_or_path": "sentence-transformers/all-MiniLM-L6-v2",
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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
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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
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"max_length": 128,
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"stride": 0,
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "[UNK]"
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|