Model save
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README.md
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---
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base_model: openai/whisper-medium
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datasets:
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- Marcusxx/chungnam_firestation
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language:
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- ko
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license: apache-2.0
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tags:
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- hf-asr-leaderboard
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- generated_from_trainer
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model-index:
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- name: chungnam_firestation_model
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# chungnam_firestation_model
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This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Cer:
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## Model description
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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: 100
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- training_steps:
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Cer |
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|:-------------:|:-------:|:----:|:---------------:|:-------:|
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| 0.
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| 0.0 | 29.8013 | 4500 | 0.0978 | 7.6259 |
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| 0.0 | 33.1126 | 5000 | 0.0981 | 7.6835 |
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### Framework versions
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---
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license: apache-2.0
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base_model: openai/whisper-medium
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tags:
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- generated_from_trainer
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model-index:
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- name: chungnam_firestation_model
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# chungnam_firestation_model
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This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0693
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- Cer: 11.1079
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## Model description
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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: 100
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- training_steps: 2000
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Cer |
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|:-------------:|:-------:|:----:|:---------------:|:-------:|
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| 0.1482 | 1.6556 | 250 | 0.2164 | 44.3741 |
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| 0.0162 | 3.3113 | 500 | 0.0701 | 19.6547 |
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| 0.0074 | 4.9669 | 750 | 0.0648 | 15.8849 |
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| 0.0025 | 6.6225 | 1000 | 0.0600 | 17.9568 |
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| 0.0003 | 8.2781 | 1250 | 0.0651 | 15.0791 |
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| 0.0003 | 9.9338 | 1500 | 0.0674 | 11.6259 |
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| 0.0003 | 11.5894 | 1750 | 0.0688 | 11.1079 |
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| 0.0003 | 13.2450 | 2000 | 0.0693 | 11.1079 |
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### Framework versions
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model.safetensors
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runs/Nov13_15-38-36_dev4.nectarsoft/events.out.tfevents.1731479921.dev4.nectarsoft.1339056.0
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