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room_type-classifier-quantized

ONNX
distilbert
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  1. config.json +66 -0
  2. model_quantized.onnx +3 -0
  3. ort_config.json +33 -0
  4. special_tokens_map.json +37 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +58 -0
  7. vocab.txt +0 -0
config.json ADDED
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+ {
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+ "activation": "gelu",
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+ "architectures": [
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+ "DistilBertForSequenceClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "dim": 768,
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+ "dropout": 0.1,
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+ "dtype": "float32",
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+ "hidden_dim": 3072,
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+ "id2label": {
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+ "0": "family studio",
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+ "1": "maisonette",
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+ "2": "bungalow",
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+ "3": "suite",
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+ "4": "family room",
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+ "5": "room",
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+ "6": "villa",
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+ "7": "mansion",
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+ "8": "family apartment",
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+ "9": "default",
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+ "10": "residence",
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+ "11": "loft",
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+ "12": "family suite",
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+ "13": "house",
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+ "14": "studio",
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+ "15": "chalet",
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+ "16": "beach house",
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+ "17": "apartment",
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+ "18": "studio suite"
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+ },
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "apartment": 17,
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+ "beach house": 16,
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+ "bungalow": 2,
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+ "chalet": 15,
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+ "default": 9,
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+ "family apartment": 8,
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+ "family room": 4,
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+ "family studio": 0,
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+ "family suite": 12,
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+ "house": 13,
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+ "loft": 11,
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+ "maisonette": 1,
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+ "mansion": 7,
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+ "residence": 10,
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+ "room": 5,
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+ "studio": 14,
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+ "studio suite": 18,
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+ "suite": 3,
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+ "villa": 6
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+ },
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+ "max_position_embeddings": 512,
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+ "model_type": "distilbert",
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+ "n_heads": 12,
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+ "n_layers": 6,
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+ "pad_token_id": 1,
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+ "problem_type": "single_label_classification",
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+ "qa_dropout": 0.1,
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+ "seq_classif_dropout": 0.2,
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+ "sinusoidal_pos_embds": true,
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+ "tie_weights_": true,
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+ "transformers_version": "4.56.2",
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+ "vocab_size": 31002
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+ }
model_quantized.onnx ADDED
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+ size 67787876
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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+ "quantization": {
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+ "activations_dtype": "QUInt8",
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+ "activations_symmetric": false,
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+ "format": "QOperator",
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+ "is_static": false,
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+ "mode": "IntegerOps",
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+ "nodes_to_exclude": [],
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+ "nodes_to_quantize": [],
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+ "operators_to_quantize": [
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+ "Conv",
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+ "MatMul",
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+ "Attention",
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+ "Gather",
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+ "per_channel": false,
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+ "weights_dtype": "QInt8",
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+ "use_external_data_format": false
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+ }
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tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ "clean_up_tokenization_spaces": false,
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+ "strip_accents": false,
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vocab.txt ADDED
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