Commit
•
f5ce3b0
1
Parent(s):
5e56762
Training in progress, epoch 0
Browse files- config.json +99 -0
- model.safetensors +3 -0
- preprocessor_config.json +13 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,99 @@
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{
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"_name_or_path": "MIT/ast-finetuned-speech-commands-v2",
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"architectures": [
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"ASTForAudioClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"frequency_stride": 10,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "backward",
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"1": "follow",
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"2": "five",
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"3": "bed",
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"4": "zero",
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"5": "on",
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"6": "learn",
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"7": "two",
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"8": "house",
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"9": "tree",
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"10": "dog",
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"11": "stop",
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"12": "seven",
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"13": "eight",
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"14": "down",
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"15": "six",
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"16": "forward",
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"17": "cat",
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"18": "right",
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"19": "visual",
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"20": "four",
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"21": "wow",
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"22": "no",
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"23": "nine",
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"24": "off",
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"25": "three",
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"26": "left",
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"27": "marvin",
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"28": "yes",
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"29": "up",
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"30": "sheila",
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"31": "happy",
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"32": "bird",
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"33": "go",
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"34": "one"
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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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"backward": 0,
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"bed": 3,
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"bird": 32,
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"cat": 17,
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"dog": 10,
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"down": 14,
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"eight": 13,
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"five": 2,
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"follow": 1,
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"forward": 16,
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"four": 20,
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"go": 33,
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"happy": 31,
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"house": 8,
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"learn": 6,
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"left": 26,
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"marvin": 27,
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"nine": 23,
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"no": 22,
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"off": 24,
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"on": 5,
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"one": 34,
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"right": 18,
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"seven": 12,
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"sheila": 30,
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"six": 15,
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"stop": 11,
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"three": 25,
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"tree": 9,
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"two": 7,
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"up": 29,
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"visual": 19,
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"wow": 21,
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"yes": 28,
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"zero": 4
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},
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"layer_norm_eps": 1e-12,
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"max_length": 128,
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"model_type": "audio-spectrogram-transformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_mel_bins": 128,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"time_stride": 10,
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"torch_dtype": "float32",
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"transformers_version": "4.37.0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3ab53cfd796569abd9a635dd39e6560182077f63ad88e642dc56f8405dc8b484
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size 341610652
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preprocessor_config.json
ADDED
@@ -0,0 +1,13 @@
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{
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"do_normalize": true,
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"feature_extractor_type": "ASTFeatureExtractor",
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"feature_size": 1,
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"max_length": 128,
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"mean": -6.845978,
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"num_mel_bins": 128,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": false,
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"sampling_rate": 16000,
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"std": 5.5654526
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}
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training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:72704b9e040888b7f86899711e435f359ae5cbc6455d49353700cf5929bf6f49
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size 4728
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