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  1. README.md +97 -0
  2. generation_config.json +315 -0
  3. pytorch_model.bin +1 -1
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: openai/whisper-large-v2
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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-v2
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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: gl
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+ split: test
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+ args: gl
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+ metrics:
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+ - name: Wer
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+ type: wer
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+ value: 6.01717715231788
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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-v2
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+
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+ This model is a fine-tuned version of [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2) 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: 0.3753
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+ - Wer: 6.0172
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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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+ | 0.0185 | 4.01 | 1000 | 0.1896 | 6.3569 |
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+ | 0.0067 | 9.01 | 2000 | 0.2083 | 6.3862 |
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+ | 0.0038 | 14.01 | 3000 | 0.2291 | 6.4621 |
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+ | 0.0022 | 19.01 | 4000 | 0.2412 | 6.4794 |
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+ | 0.0013 | 24.01 | 5000 | 0.2515 | 6.4673 |
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+ | 0.0023 | 29.01 | 6000 | 0.2570 | 6.6432 |
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+ | 0.0018 | 34.01 | 7000 | 0.2474 | 6.6380 |
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+ | 0.0017 | 39.01 | 8000 | 0.2530 | 6.9312 |
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+ | 0.0001 | 44.01 | 9000 | 0.2758 | 6.2379 |
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+ | 0.0001 | 49.01 | 10000 | 0.2952 | 6.1241 |
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+ | 0.0001 | 54.01 | 11000 | 0.3056 | 6.0499 |
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+ | 0.0 | 59.01 | 12000 | 0.3152 | 5.9948 |
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+ | 0.0 | 64.01 | 13000 | 0.3244 | 6.0310 |
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+ | 0.0 | 69.01 | 14000 | 0.3336 | 6.0586 |
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+ | 0.0 | 74.01 | 15000 | 0.3428 | 6.0344 |
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+ | 0.0 | 79.01 | 16000 | 0.3518 | 6.0017 |
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+ | 0.0 | 84.01 | 17000 | 0.3601 | 5.9879 |
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+ | 0.0 | 89.01 | 18000 | 0.3675 | 6.0103 |
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+ | 0.0 | 94.01 | 19000 | 0.3729 | 6.0068 |
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+ | 0.0 | 99.01 | 20000 | 0.3753 | 6.0172 |
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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
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