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-verbatim-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](https://huggingface.co/openai/whisper-large-v3) 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: 227.2773
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- eval_samples_per_second: 8.325
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- eval_steps_per_second: 0.264
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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-verbatim-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: 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: 32.322538548713894
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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](https://huggingface.co/openai/whisper-large-v3) on the JacobLinCool/ami-disfluent dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1300
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- Wer: 32.3225
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- Cer: 45.5147
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- Decode Runtime: 141.5643
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- Wer Runtime: 0.1227
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- Cer Runtime: 0.2049
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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 | 1.8283 | 63.2783 | 251.8035 | 164.5307 | 0.1838 | 0.3386 |
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| 0.2617 | 0.1 | 100 | 0.2189 | 49.6995 | 178.3721 | 161.1098 | 0.1397 | 0.4071 |
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| 0.1291 | 0.2 | 200 | 0.1452 | 50.3383 | 95.5275 | 143.0863 | 0.1342 | 0.2932 |
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| 0.1418 | 0.3 | 300 | 0.1387 | 29.9186 | 74.6491 | 150.1053 | 0.0780 | 0.1514 |
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| 0.1273 | 1.088 | 400 | 0.1372 | 30.8218 | 91.1134 | 166.0178 | 0.1252 | 0.2728 |
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| 0.1139 | 1.188 | 500 | 0.1335 | 29.9117 | 101.9003 | 144.2796 | 0.1318 | 0.2934 |
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| 0.1663 | 1.288 | 600 | 0.1306 | 31.8418 | 83.0183 | 149.9060 | 0.0826 | 0.1679 |
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| 0.1275 | 2.076 | 700 | 0.1311 | 24.9665 | 29.6191 | 143.2151 | 0.0781 | 0.1135 |
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| 0.1077 | 2.176 | 800 | 0.1304 | 25.9109 | 36.6217 | 143.4620 | 0.0770 | 0.1227 |
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| 0.1711 | 2.276 | 900 | 0.1298 | 35.1729 | 45.0300 | 145.3294 | 0.0786 | 0.1310 |
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| 0.0994 | 3.064 | 1000 | 0.1300 | 32.3225 | 45.5147 | 141.5643 | 0.1227 | 0.2049 |
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### Framework versions
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- PEFT 0.14.0
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adapter_model.safetensors
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