JacobLinCool
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End of training
Browse files
README.md
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- generated_from_trainer
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datasets:
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- JacobLinCool/ami-disfluent
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model-index:
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- name: whisper-large-v3-turbo-verbatim-3-lora
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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 JacobLinCool/ami-disfluent dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 185.4061
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- eval_samples_per_second: 10.205
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- eval_steps_per_second: 0.324
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- epoch: 3.064
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- step: 1000
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## Model description
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- lr_scheduler_warmup_steps: 100
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- training_steps: 1000
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### Framework versions
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- PEFT 0.14.0
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- generated_from_trainer
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datasets:
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- JacobLinCool/ami-disfluent
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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-verbatim-3-lora
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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: JacobLinCool/ami-disfluent
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type: JacobLinCool/ami-disfluent
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metrics:
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- type: wer
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value: 7.726913698959442
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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 JacobLinCool/ami-disfluent dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1459
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- Wer: 7.7269
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- Cer: 3.2519
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- Decode Runtime: 111.0004
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- Wer Runtime: 0.0705
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- Cer Runtime: 0.0932
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## Model description
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- lr_scheduler_warmup_steps: 100
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- training_steps: 1000
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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 | 2.2169 | 32.7209 | 17.9205 | 106.5404 | 0.0825 | 0.1203 |
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| 0.1681 | 0.1 | 100 | 0.1998 | 9.9454 | 4.1038 | 108.1653 | 0.0730 | 0.0960 |
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| 0.1025 | 0.2 | 200 | 0.1693 | 8.6885 | 3.7458 | 109.6779 | 0.0707 | 0.0957 |
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| 0.2508 | 0.3 | 300 | 0.1590 | 8.3897 | 3.4931 | 110.3209 | 0.0716 | 0.0947 |
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| 0.1446 | 1.088 | 400 | 0.1571 | 8.2626 | 3.4939 | 110.1930 | 0.0718 | 0.0951 |
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| 0.1833 | 1.188 | 500 | 0.1505 | 8.0463 | 3.4298 | 110.3821 | 0.0709 | 0.0950 |
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| 0.1409 | 1.288 | 600 | 0.1489 | 7.9948 | 3.3401 | 110.6880 | 0.0709 | 0.0939 |
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| 0.1184 | 2.076 | 700 | 0.1492 | 7.9124 | 3.3181 | 110.6153 | 0.0728 | 0.0946 |
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| 0.1737 | 2.176 | 800 | 0.1468 | 7.8128 | 3.2583 | 110.7120 | 0.0714 | 0.0947 |
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| 0.1522 | 2.276 | 900 | 0.1462 | 7.7887 | 3.2604 | 110.7694 | 0.0710 | 0.0937 |
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| 0.1077 | 3.064 | 1000 | 0.1459 | 7.7269 | 3.2519 | 111.0004 | 0.0705 | 0.0932 |
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### Framework versions
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- PEFT 0.14.0
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runs/Jan15_20-47-10_72fee014ddc5/events.out.tfevents.1736974043.72fee014ddc5.46395.0
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