End of training

README.md

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+---
+language:
+- ko
+license: apache-2.0
+base_model: openai/whisper-base
+tags:
+- hf-asr-leaderboard
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: whisper_finetune
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# whisper_finetune
+
+This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the aihub_1 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3707
+- Cer: 12.6289
+- Wer: 36.7564
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 1e-05
+- train_batch_size: 32
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- training_steps: 4000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Cer     | Validation Loss | Wer     |
+|:-------------:|:-----:|:----:|:-------:|:---------------:|:-------:|
+| 0.2787        | 0.32  | 500  | 14.5190 | 0.4086          | 39.9745 |
+| 0.2996        | 0.64  | 1000 | 13.7403 | 0.3984          | 38.7252 |
+| 0.3226        | 0.96  | 1500 | 13.8005 | 0.3772          | 38.4629 |
+| 0.2281        | 1.28  | 2000 | 13.0192 | 0.3682          | 37.1511 |
+| 0.2242        | 1.6   | 2500 | 12.9577 | 0.3762          | 37.2961 |
+| 0.2284        | 1.92  | 3000 | 0.3733  | 12.7289         | 36.4465 |
+| 0.1648        | 2.24  | 3500 | 0.3720  | 12.8054         | 36.9687 |
+| 0.173         | 2.56  | 4000 | 0.3707  | 12.6289         | 36.7564 |
+
+
+### Framework versions
+
+- Transformers 4.37.0.dev0
+- Pytorch 1.12.1+cu113
+- Datasets 2.15.0
+- Tokenizers 0.15.0

generation_config.json

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+}