Instructions to use llillillil/my_awesome_mind_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use llillillil/my_awesome_mind_model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("audio-classification", model="llillillil/my_awesome_mind_model")# Load model directly from transformers import AutoProcessor, AutoModelForAudioClassification processor = AutoProcessor.from_pretrained("llillillil/my_awesome_mind_model") model = AutoModelForAudioClassification.from_pretrained("llillillil/my_awesome_mind_model", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +88 -0
- model.safetensors +3 -0
- preprocessor_config.json +9 -0
- runs/Jun09_14-37-22_WIN-CEJF2NB9KFH/events.out.tfevents.1717915044.WIN-CEJF2NB9KFH.23804.0 +3 -0
- runs/Jun09_14-40-31_WIN-CEJF2NB9KFH/events.out.tfevents.1717915232.WIN-CEJF2NB9KFH.46584.0 +3 -0
- runs/Jun09_15-00-40_WIN-CEJF2NB9KFH/events.out.tfevents.1717916441.WIN-CEJF2NB9KFH.43908.0 +3 -0
- runs/Jun09_15-14-34_WIN-CEJF2NB9KFH/events.out.tfevents.1717917274.WIN-CEJF2NB9KFH.43908.1 +3 -0
- runs/Jun09_15-34-21_WIN-CEJF2NB9KFH/events.out.tfevents.1717918461.WIN-CEJF2NB9KFH.43908.2 +3 -0
- runs/Jun09_15-37-52_WIN-CEJF2NB9KFH/events.out.tfevents.1717918672.WIN-CEJF2NB9KFH.43908.3 +3 -0
- runs/Jun09_16-40-11_WIN-CEJF2NB9KFH/events.out.tfevents.1717922412.WIN-CEJF2NB9KFH.23200.0 +3 -0
- runs/Jun09_16-42-22_WIN-CEJF2NB9KFH/events.out.tfevents.1717922543.WIN-CEJF2NB9KFH.36080.0 +3 -0
- runs/Jun09_16-47-07_WIN-CEJF2NB9KFH/events.out.tfevents.1717922828.WIN-CEJF2NB9KFH.5084.0 +3 -0
- runs/Jun09_16-51-25_WIN-CEJF2NB9KFH/events.out.tfevents.1717923086.WIN-CEJF2NB9KFH.8264.0 +3 -0
- runs/Jun09_16-52-47_WIN-CEJF2NB9KFH/events.out.tfevents.1717923168.WIN-CEJF2NB9KFH.32012.0 +3 -0
- runs/Jun09_17-07-35_WIN-CEJF2NB9KFH/events.out.tfevents.1717924056.WIN-CEJF2NB9KFH.43336.0 +3 -0
- runs/Jun09_17-11-57_WIN-CEJF2NB9KFH/events.out.tfevents.1717924318.WIN-CEJF2NB9KFH.3924.0 +3 -0
- runs/Jun09_19-10-29_WIN-CEJF2NB9KFH/events.out.tfevents.1717931430.WIN-CEJF2NB9KFH.42552.0 +3 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "facebook/hubert-large-ls960-ft",
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| 3 |
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"activation_dropout": 0.1,
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| 4 |
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"apply_spec_augment": true,
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| 5 |
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"architectures": [
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| 6 |
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"HubertForSequenceClassification"
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],
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| 8 |
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"attention_dropout": 0.1,
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| 9 |
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"bos_token_id": 1,
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| 10 |
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"classifier_proj_size": 256,
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| 11 |
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"conv_bias": true,
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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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],
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"conv_stride": [
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5,
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],
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"ctc_loss_reduction": "sum",
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| 40 |
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"ctc_zero_infinity": false,
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| 41 |
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"diversity_loss_weight": 0.1,
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| 42 |
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"do_stable_layer_norm": true,
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| 43 |
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"eos_token_id": 2,
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| 44 |
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"feat_extract_activation": "gelu",
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| 45 |
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"feat_extract_dropout": 0.0,
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| 46 |
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"feat_extract_norm": "layer",
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"feat_proj_dropout": 0.1,
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"feat_proj_layer_norm": true,
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| 49 |
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"final_dropout": 0.1,
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| 50 |
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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| 53 |
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"hidden_dropout_prob": 0.1,
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| 54 |
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"hidden_size": 1024,
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"id2label": {
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| 56 |
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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| 67 |
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"LABEL_3": 3
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},
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"layer_norm_eps": 1e-05,
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| 70 |
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"layerdrop": 0.1,
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| 71 |
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"mask_feature_length": 10,
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| 72 |
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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| 74 |
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"mask_time_length": 10,
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| 75 |
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"mask_time_min_masks": 2,
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| 76 |
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"mask_time_prob": 0.05,
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| 77 |
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"model_type": "hubert",
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| 78 |
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"num_attention_heads": 16,
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| 79 |
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"num_conv_pos_embedding_groups": 16,
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| 80 |
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"num_conv_pos_embeddings": 128,
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| 81 |
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"num_feat_extract_layers": 7,
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| 82 |
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"num_hidden_layers": 24,
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| 83 |
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"pad_token_id": 0,
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"torch_dtype": "float32",
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"transformers_version": "4.40.2",
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"use_weighted_layer_sum": false,
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"vocab_size": 32
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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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size 1262860464
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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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runs/Jun09_14-37-22_WIN-CEJF2NB9KFH/events.out.tfevents.1717915044.WIN-CEJF2NB9KFH.23804.0
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runs/Jun09_14-40-31_WIN-CEJF2NB9KFH/events.out.tfevents.1717915232.WIN-CEJF2NB9KFH.46584.0
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runs/Jun09_15-00-40_WIN-CEJF2NB9KFH/events.out.tfevents.1717916441.WIN-CEJF2NB9KFH.43908.0
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runs/Jun09_16-40-11_WIN-CEJF2NB9KFH/events.out.tfevents.1717922412.WIN-CEJF2NB9KFH.23200.0
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runs/Jun09_16-42-22_WIN-CEJF2NB9KFH/events.out.tfevents.1717922543.WIN-CEJF2NB9KFH.36080.0
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runs/Jun09_16-47-07_WIN-CEJF2NB9KFH/events.out.tfevents.1717922828.WIN-CEJF2NB9KFH.5084.0
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runs/Jun09_16-51-25_WIN-CEJF2NB9KFH/events.out.tfevents.1717923086.WIN-CEJF2NB9KFH.8264.0
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runs/Jun09_19-10-29_WIN-CEJF2NB9KFH/events.out.tfevents.1717931430.WIN-CEJF2NB9KFH.42552.0
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training_args.bin
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