End of training
Browse files
README.md
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---
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license: apache-2.0
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base_model: asapp/sew-d-tiny-100k
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tags:
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- generated_from_trainer
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metrics:
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# sewd_classifier
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This model is a fine-tuned version of [asapp/sew-d-tiny-100k](https://huggingface.co/asapp/sew-d-tiny-100k) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Accuracy: 0.0128
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- Precision: 0.0002
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- Recall: 0.0128
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- F1: 0.0003
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- Binary: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 | Binary |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|:------:|
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### Framework versions
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---
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license: apache-2.0
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base_model: asapp/sew-d-tiny-100k-ft-ls100h
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tags:
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- generated_from_trainer
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metrics:
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# sewd_classifier
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This model is a fine-tuned version of [asapp/sew-d-tiny-100k-ft-ls100h](https://huggingface.co/asapp/sew-d-tiny-100k-ft-ls100h) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.4387
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- Accuracy: 0.0128
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- Precision: 0.0002
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- Recall: 0.0128
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- F1: 0.0003
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- Binary: 0.1156
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 | Binary |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|:------:|
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| 4.4296 | 1.0 | 876 | 4.4357 | 0.0128 | 0.0002 | 0.0128 | 0.0003 | 0.1156 |
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| 4.427 | 2.0 | 1752 | 4.4385 | 0.0128 | 0.0002 | 0.0128 | 0.0003 | 0.1156 |
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| 4.4257 | 3.0 | 2628 | 4.4387 | 0.0128 | 0.0002 | 0.0128 | 0.0003 | 0.1156 |
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### Framework versions
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config.json
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{
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"_name_or_path": "asapp/sew-d-tiny-100k",
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"activation_dropout": 0.
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"apply_spec_augment": true,
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"architectures": [
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"SEWDForSequenceClassification"
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],
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-
"attention_dropout": 0.
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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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2,
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1
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],
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-
"ctc_loss_reduction": "
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"ctc_zero_infinity": 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.
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_layer_norm_eps": 1e-05,
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"final_dropout": 0.0,
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"hidden_act": "gelu_python",
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-
"hidden_dropout": 0.
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"hidden_size": 384,
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"id2label": {
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"0": "LABEL_0",
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"LABEL_9": 9
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},
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"layer_norm_eps": 1e-07,
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-
"layerdrop": 0.
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-
"mask_feature_length":
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"mask_feature_min_masks": 0,
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-
"mask_feature_prob": 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": 0.65,
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{
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"_name_or_path": "asapp/sew-d-tiny-100k-ft-ls100h",
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"activation_dropout": 0.1,
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"apply_spec_augment": true,
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"architectures": [
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"SEWDForSequenceClassification"
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],
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"attention_dropout": 0.0,
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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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2,
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1
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],
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"ctc_loss_reduction": "mean",
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"ctc_zero_infinity": 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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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_layer_norm_eps": 1e-05,
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"final_dropout": 0.0,
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"hidden_act": "gelu_python",
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"hidden_dropout": 0.0,
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"hidden_size": 384,
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"id2label": {
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"0": "LABEL_0",
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"LABEL_9": 9
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},
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"layer_norm_eps": 1e-07,
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+
"layerdrop": 0.1,
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+
"mask_feature_length": 64,
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"mask_feature_min_masks": 0,
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+
"mask_feature_prob": 0.5,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.65,
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model.safetensors
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runs/Jun11_00-02-10_LAPTOP-1GID9RGH/events.out.tfevents.1718038931.LAPTOP-1GID9RGH.22860.1
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training_args.bin
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