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bert-plus-L8-v1.0-syntheticSTS-4k

Sentence Similarity
sentence-transformers
ONNX
Safetensors
Transformers
English
bert
feature-extraction
4k
4096
document embedding
synthetic data
text-embeddings-inference
Inference Endpoints
Model card Files Community
pszemraj commited on
Commit
6f2c056
•
1 Parent(s): 6df81d6

onnxruntime - optimize O1

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Files changed (7) hide show
  1. onnx/config.json +26 -0
  2. onnx/model.onnx +3 -0
  3. onnx/ort_config.json +39 -0
  4. onnx/special_tokens_map.json +37 -0
  5. onnx/tokenizer.json +0 -0
  6. onnx/tokenizer_config.json +62 -0
  7. onnx/vocab.txt +0 -0
onnx/config.json ADDED
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+ {
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+ "_name_or_path": "bert-plus-synthsts-onnx_O1",
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+ "architectures": [
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+ "BertModel"
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+ ],
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+ "attention_probs_dropout_prob": 0.04,
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+ "export_model_type": "transformer",
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+ "hidden_act": "silu",
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+ "hidden_dropout_prob": 0.04,
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+ "hidden_size": 768,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 4096,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 8,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "relative_key",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.38.1",
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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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+ }
onnx/model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:70e6e7baf69c22db355a0c3863afb38f47b96bd623954fbc5f2768350f5c0d2f
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+ size 337550077
onnx/ort_config.json ADDED
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+ {
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+ "one_external_file": true,
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+ "opset": null,
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+ "optimization": {
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+ "disable_attention": null,
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+ "disable_attention_fusion": false,
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+ "disable_bias_gelu": null,
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+ "disable_bias_gelu_fusion": false,
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+ "disable_bias_skip_layer_norm": null,
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+ "disable_bias_skip_layer_norm_fusion": false,
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+ "disable_embed_layer_norm": true,
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+ "disable_embed_layer_norm_fusion": true,
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+ "disable_gelu": null,
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+ "disable_gelu_fusion": false,
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+ "disable_group_norm_fusion": true,
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+ "disable_layer_norm": null,
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+ "disable_layer_norm_fusion": false,
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+ "disable_packed_kv": true,
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+ "disable_rotary_embeddings": false,
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+ "disable_shape_inference": true,
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+ "disable_skip_layer_norm": null,
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+ "disable_skip_layer_norm_fusion": false,
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+ "enable_gelu_approximation": false,
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+ "fp16": false,
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+ "no_attention_mask": false,
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+ "optimization_level": 1,
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+ "optimize_for_gpu": false,
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+ "optimize_with_onnxruntime_only": null,
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+ "use_mask_index": false,
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+ "use_multi_head_attention": false,
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+ "use_raw_attention_mask": false
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+ },
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+ "optimum_version": "1.18.0.dev0",
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+ "quantization": {},
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+ "transformers_version": "4.38.1",
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+ "use_external_data_format": false
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+ }
onnx/special_tokens_map.json ADDED
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+ {
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+ }
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+ }
onnx/tokenizer.json ADDED
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onnx/tokenizer_config.json ADDED
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+ {
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+ "added_tokens_decoder": {
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+ "clean_up_tokenization_spaces": true,
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+ "cls_token": "[CLS]",
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+ "do_lower_case": true,
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+ "mask_token": "[MASK]",
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+ "max_length": 4096,
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+ "pad_token": "[PAD]",
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+ "padding_side": "right",
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+ "sep_token": "[SEP]",
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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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+ }
onnx/vocab.txt ADDED
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