Upload 4 files
Browse files- FYP_Model/config.json +86 -0
- FYP_Model/model.safetensors +3 -0
- FYP_Model/preprocessor_config.json +9 -0
- FYP_Model/training_args.bin +3 -0
FYP_Model/config.json
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{
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"_name_or_path": "ntu-spml/distilhubert",
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"activation_dropout": 0.1,
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"apply_spec_augment": false,
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"architectures": [
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"HubertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"conv_bias": false,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"do_stable_layer_norm": false,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_norm": "group",
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"feat_proj_dropout": 0.0,
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"feat_proj_layer_norm": false,
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"final_dropout": 0.0,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "Atraining_artifact",
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"1": "Atraining_extrahls",
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"2": "Btraining_extrasystole",
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"3": "Btraining_murmur",
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"4": "normal"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Atraining_artifact": "0",
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"Atraining_extrahls": "1",
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"Btraining_extrasystole": "2",
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"Btraining_murmur": "3",
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"normal": "4"
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"model_type": "hubert",
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"num_attention_heads": 12,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 2,
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"pad_token_id": 0,
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"torch_dtype": "float32",
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"transformers_version": "4.36.0",
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"use_weighted_layer_sum": false,
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"vocab_size": 32
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}
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FYP_Model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b564734bb8cf34e38d959713fe4392219971da20531ad8e88be9e1a630b3adf1
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size 94766588
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FYP_Model/preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0,
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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FYP_Model/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:5af97313bb9a5b7ad1b553832a6a1d5bca813d8cd933fd384b9f72766c50e583
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size 4728
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