Instructions to use cxlrd/revix-classifier_3.0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use cxlrd/revix-classifier_3.0 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("audio-classification", model="cxlrd/revix-classifier_3.0")# pip install -U transformers accelerate # Load model directly from transformers import AutoFeatureExtractor, AutoModelForAudioClassification extractor = AutoFeatureExtractor.from_pretrained("cxlrd/revix-classifier_3.0") model = AutoModelForAudioClassification.from_pretrained("cxlrd/revix-classifier_3.0", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
config.json
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{
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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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"dtype": "float32",
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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": "clean",
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"1": "knocking"
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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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"clean": 0,
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"knocking": 1
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},
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"layer_norm_eps": 1e-12,
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"max_length": 1024,
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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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"transformers_version": "4.56.1"
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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:b8d0eb301ac382715856bb9c3fc0b75955971882bd81249d724df348e06d82f9
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size 344790040
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:017cc0f93ca10a706b4caebfc3cd39e764a5e96d9a6a9f50485b6b907ab7dc03
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size 5841
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