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Model save

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: openai/whisper-base
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: whisper-base-atco2-asr
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # whisper-base-atco2-asr
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+
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+ This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.9060
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+ - Wer: 49.2883
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 1e-05
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+ - train_batch_size: 128
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+ - eval_batch_size: 128
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 10
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+ - num_epochs: 100
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|
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+ | 0.9897 | 12.5 | 50 | 0.8748 | 70.4626 |
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+ | 0.0447 | 25.0 | 100 | 0.8519 | 52.0463 |
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+ | 0.0087 | 37.5 | 150 | 0.8772 | 39.2794 |
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+ | 0.0043 | 50.0 | 200 | 0.8891 | 39.3683 |
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+ | 0.0034 | 62.5 | 250 | 0.8976 | 49.4217 |
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+ | 0.0027 | 75.0 | 300 | 0.9022 | 49.1548 |
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+ | 0.0024 | 87.5 | 350 | 0.9050 | 49.2438 |
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+ | 0.0023 | 100.0 | 400 | 0.9060 | 49.2883 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.36.2
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+ - Pytorch 2.1.2
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
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