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  1. README.md +97 -0
  2. generation_config.json +259 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: openai/whisper-large
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - common_voice_13_0
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: openai/whisper-large
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+ results:
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+ - task:
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+ name: Automatic Speech Recognition
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+ type: automatic-speech-recognition
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+ dataset:
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+ name: common_voice_13_0
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+ type: common_voice_13_0
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+ config: eu
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+ split: test
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+ args: eu
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 12.234193365466401
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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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+ # openai/whisper-large
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+
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+ This model is a fine-tuned version of [openai/whisper-large](https://huggingface.co/openai/whisper-large) on the common_voice_13_0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.4369
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+ - Wer: 12.2342
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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: 32
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 64
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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: 500
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+ - training_steps: 20000
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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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+ | 0.0196 | 4.01 | 1000 | 0.2825 | 15.4725 |
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+ | 0.0039 | 9.01 | 2000 | 0.3072 | 14.2270 |
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+ | 0.0031 | 14.01 | 3000 | 0.3170 | 13.7652 |
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+ | 0.0023 | 19.0 | 4000 | 0.3310 | 13.6640 |
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+ | 0.0014 | 24.0 | 5000 | 0.3384 | 13.5749 |
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+ | 0.0034 | 29.0 | 6000 | 0.3425 | 13.7450 |
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+ | 0.0011 | 33.01 | 7000 | 0.3476 | 13.0990 |
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+ | 0.001 | 38.01 | 8000 | 0.3432 | 13.0990 |
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+ | 0.0004 | 43.01 | 9000 | 0.3524 | 12.8033 |
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+ | 0.0017 | 48.01 | 10000 | 0.3620 | 13.3946 |
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+ | 0.0003 | 53.0 | 11000 | 0.3564 | 12.6190 |
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+ | 0.0001 | 58.0 | 12000 | 0.3675 | 12.6352 |
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+ | 0.0 | 63.0 | 13000 | 0.3878 | 12.4286 |
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+ | 0.0 | 67.01 | 14000 | 0.3996 | 12.3577 |
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+ | 0.0 | 72.01 | 15000 | 0.4088 | 12.3456 |
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+ | 0.0 | 77.01 | 16000 | 0.4167 | 12.3091 |
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+ | 0.0 | 82.01 | 17000 | 0.4241 | 12.3112 |
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+ | 0.0 | 87.0 | 18000 | 0.4302 | 12.3193 |
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+ | 0.0 | 92.0 | 19000 | 0.4351 | 12.2565 |
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+ | 0.0 | 97.0 | 20000 | 0.4369 | 12.2342 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.0.dev0
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+ - Pytorch 2.0.1+cu117
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+ - Datasets 2.14.4
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+ - Tokenizers 0.13.3
generation_config.json ADDED
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