End of training
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README.md
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- transformers
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datasets:
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- ntnu-smil/ami-1s-ft
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model-index:
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- name: whisper-large-v3-turbo-ami-1
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results:
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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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This model is a fine-tuned version of [openai/whisper-large-v3-turbo](https://huggingface.co/openai/whisper-large-v3-turbo) on the ntnu-smil/ami-1s-ft dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 3.3601
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- eval_samples_per_second: 23.214
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- eval_steps_per_second: 0.298
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- epoch: 1.0
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- step: 2000
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## Model description
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- lr_scheduler_type: linear
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- training_steps: 2000
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### Framework versions
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- PEFT 0.17.0
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- transformers
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datasets:
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- ntnu-smil/ami-1s-ft
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metrics:
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- wer
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model-index:
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- name: whisper-large-v3-turbo-ami-1
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results:
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- task:
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type: automatic-speech-recognition
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name: Automatic Speech Recognition
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dataset:
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name: ntnu-smil/ami-1s-ft
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type: ntnu-smil/ami-1s-ft
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metrics:
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- type: wer
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value: 40.4099560761347
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name: Wer
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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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This model is a fine-tuned version of [openai/whisper-large-v3-turbo](https://huggingface.co/openai/whisper-large-v3-turbo) on the ntnu-smil/ami-1s-ft dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.4985
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- Wer: 40.4100
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- Cer: 34.3391
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- Decode Runtime: 0.0102
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- Wer Runtime: 0.0078
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- Cer Runtime: 0.0077
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## Model description
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- lr_scheduler_type: linear
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- training_steps: 2000
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer | Cer | Decode Runtime | Wer Runtime | Cer Runtime |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:--------------:|:-----------:|:-----------:|
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| No log | 0 | 0 | 3.9428 | 53.6237 | 39.2308 | 0.0108 | 0.0079 | 0.0071 |
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| 0.4259 | 0.1 | 200 | 3.3403 | 36.4934 | 30.1718 | 0.0097 | 0.0080 | 0.0074 |
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| 0.1836 | 0.2 | 400 | 3.3032 | 37.2255 | 32.0015 | 0.0097 | 0.0079 | 0.0072 |
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| 0.333 | 0.3 | 600 | 3.3810 | 38.5798 | 32.6363 | 0.0110 | 0.0084 | 0.0072 |
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| 0.1716 | 0.4 | 800 | 3.4782 | 39.2020 | 33.0769 | 0.0096 | 0.0081 | 0.0069 |
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| 0.1919 | 0.5 | 1000 | 3.4548 | 39.1654 | 33.6146 | 0.0097 | 0.0079 | 0.0071 |
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| 0.2053 | 0.6 | 1200 | 3.4784 | 39.6413 | 33.5848 | 0.0101 | 0.0084 | 0.0072 |
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| 0.126 | 0.7 | 1400 | 3.5044 | 40.3734 | 34.0553 | 0.0100 | 0.0083 | 0.0073 |
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| 0.331 | 0.8 | 1600 | 3.4866 | 40.0439 | 34.0777 | 0.0100 | 0.0084 | 0.0072 |
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| 0.1882 | 0.9 | 1800 | 3.4982 | 40.0805 | 34.1001 | 0.0100 | 0.0079 | 0.0075 |
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| 0.1013 | 1.0 | 2000 | 3.4985 | 40.4100 | 34.3391 | 0.0102 | 0.0078 | 0.0077 |
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### Framework versions
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- PEFT 0.17.0
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adapter_model.safetensors
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