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all-MiniLM-L6-v2

Feature Extraction
Transformers
ONNX
bert
text-embeddings-inference
Inference Endpoints
Model card Files Community
sadovnychyi commited on
Commit
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1 Parent(s): dabe0ab

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Files changed (7) hide show
  1. config.json +25 -0
  2. model.onnx +3 -0
  3. ort_config.json +39 -0
  4. special_tokens_map.json +37 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +64 -0
  7. vocab.txt +0 -0
config.json ADDED
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+ {
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+ "_name_or_path": "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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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 384,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 1536,
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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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": "4.35.2",
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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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+ }
model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 90286110
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": true,
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+ "enable_gemm_fast_gelu_fusion": false,
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+ "enable_transformers_specific_optimizations": true,
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+ "fp16": false,
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+ "no_attention_mask": false,
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+ "optimization_level": 2,
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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": "1.15.0",
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+ "quantization": {},
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+ "transformers_version": "4.35.2",
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+ "use_external_data_format": false
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+ }
special_tokens_map.json ADDED
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+ {
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+ "cls_token": {
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+ }
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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "added_tokens_decoder": {
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+ "content": "[PAD]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "special": true
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+ "single_word": false,
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+ "special": true
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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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+ "mask_token": "[MASK]",
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+ "max_length": 128,
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+ "model_max_length": 512,
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+ "never_split": null,
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+ "pad_to_multiple_of": null,
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+ "pad_token": "[PAD]",
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+ "pad_token_type_id": 0,
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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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+ }
vocab.txt ADDED
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