End of training

README.md

@@ -0,0 +1,69 @@
+---
+library_name: transformers
+language:
+- ko
+license: apache-2.0
+base_model: openai/whisper-base
+tags:
+- hf-asr-leaderboard
+- generated_from_trainer
+datasets:
+- hyk000/woerae
+model-index:
+- name: wr_md
+  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. -->
+
+# wr_md
+
+This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the wr_ds dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0903
+- Cer: 9.2605
+
+## 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: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- training_steps: 4000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Cer     |
+|:-------------:|:-------:|:----:|:---------------:|:-------:|
+| 0.0486        | 3.8462  | 1000 | 0.1159          | 7.9222  |
+| 0.0034        | 7.6923  | 2000 | 0.0927          | 11.2435 |
+| 0.0015        | 11.5385 | 3000 | 0.0906          | 10.8821 |
+| 0.0012        | 15.3846 | 4000 | 0.0903          | 9.2605  |
+
+
+### Framework versions
+
+- Transformers 4.47.0.dev0
+- Pytorch 2.5.0
+- Datasets 3.0.2
+- Tokenizers 0.20.1

generation_config.json

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+    [
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+      2
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+    50257
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+  "decoder_start_token_id": 50258,
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+  "forced_decoder_ids": [
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+      null
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+    [
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+      50359
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+  ],
+  "is_multilingual": true,
+  "lang_to_id": {
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+  "pad_token_id": 50257,
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+  "suppress_tokens": [],
+  "task_to_id": {
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+  "transformers_version": "4.47.0.dev0"
+}

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