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/common_voice_19_0_zh-TW
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model-index:
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- name: whisper-large-v3-turbo-common_voice_19_0-zh-TW-full-2
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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/common_voice_19_0_zh-TW dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 297.9052
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- eval_samples_per_second: 16.828
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- eval_steps_per_second: 0.527
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- epoch: 3.0737
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- step: 5000
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## Model description
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- lr_scheduler_warmup_steps: 50
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- training_steps: 5000
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### Framework versions
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- PEFT 0.13.2
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- generated_from_trainer
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datasets:
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- JacobLinCool/common_voice_19_0_zh-TW
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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-common_voice_19_0-zh-TW-full-2
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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/common_voice_19_0_zh-TW
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type: JacobLinCool/common_voice_19_0_zh-TW
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metrics:
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- type: wer
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value: 32.55535607420706
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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/common_voice_19_0_zh-TW dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1786
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- Wer: 32.5554
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- Cer: 8.6009
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- Decode Runtime: 90.9833
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- Wer Runtime: 0.1257
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- Cer Runtime: 0.1534
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## Model description
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- lr_scheduler_warmup_steps: 50
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- training_steps: 5000
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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 | 2.7208 | 76.5011 | 20.4851 | 89.4916 | 0.1213 | 0.1639 |
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| 1.1832 | 0.1 | 500 | 0.1939 | 39.9561 | 10.8721 | 90.0926 | 0.1222 | 0.1555 |
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| 1.5179 | 0.2 | 1000 | 0.1774 | 37.6621 | 9.9322 | 89.8657 | 0.1225 | 0.1545 |
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| 0.6179 | 0.3 | 1500 | 0.1796 | 36.2657 | 9.8325 | 90.2480 | 0.1198 | 0.1573 |
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| 0.3626 | 1.0912 | 2000 | 0.1846 | 36.2258 | 9.7801 | 90.3306 | 0.1196 | 0.1539 |
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| 0.1311 | 1.1912 | 2500 | 0.1776 | 34.8095 | 9.3214 | 90.3124 | 0.1286 | 0.1610 |
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| 0.1263 | 1.2912 | 3000 | 0.1763 | 36.1261 | 9.3563 | 90.4271 | 0.1330 | 0.1650 |
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| 0.2194 | 2.0825 | 3500 | 0.1891 | 34.6898 | 9.3114 | 91.1932 | 0.1320 | 0.1643 |
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| 0.1127 | 2.1825 | 4000 | 0.1838 | 34.0714 | 9.1095 | 90.2416 | 0.1196 | 0.1529 |
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| 0.3792 | 2.2824 | 4500 | 0.1786 | 33.1339 | 8.7679 | 90.9144 | 0.1310 | 0.1550 |
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| 0.0606 | 3.0737 | 5000 | 0.1786 | 32.5554 | 8.6009 | 90.9833 | 0.1257 | 0.1534 |
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### Framework versions
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- PEFT 0.13.2
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runs/Oct30_21-40-20_ff22b0acc852/events.out.tfevents.1730324827.ff22b0acc852.863.0
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