End of training

README.md

@@ -0,0 +1,114 @@
+---
+language:
+- ko
+license: apache-2.0
+base_model: openai/whisper-base
+tags:
+- hf-asr-leaderboard
+- generated_from_trainer
+datasets:
+- Oyounghyun/whisper_study_data
+model-index:
+- name: study0625
+  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. -->
+
+# study0625
+
+This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the train dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.0936
+- Cer: 153.8515
+
+## 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 10
+- training_steps: 1000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Cer      |
+|:-------------:|:-------:|:----:|:---------------:|:--------:|
+| No log        | 0.9524  | 20   | 3.5635          | 646.1485 |
+| 4.3375        | 1.9048  | 40   | 2.7999          | 742.0541 |
+| 2.5651        | 2.8571  | 60   | 2.4367          | 707.9806 |
+| 1.9869        | 3.8095  | 80   | 2.2307          | 717.5573 |
+| 1.6234        | 4.7619  | 100  | 2.0978          | 730.5344 |
+| 1.6234        | 5.7143  | 120  | 1.9981          | 219.3616 |
+| 1.3356        | 6.6667  | 140  | 1.9375          | 308.4663 |
+| 1.1087        | 7.6190  | 160  | 1.8929          | 240.8050 |
+| 0.9213        | 8.5714  | 180  | 1.8348          | 132.8938 |
+| 0.804         | 9.5238  | 200  | 1.8248          | 126.4400 |
+| 0.804         | 10.4762 | 220  | 1.7858          | 108.2582 |
+| 0.6823        | 11.4286 | 240  | 1.7983          | 165.4407 |
+| 0.5797        | 12.3810 | 260  | 1.7943          | 191.1867 |
+| 0.4921        | 13.3333 | 280  | 1.7901          | 139.6253 |
+| 0.4159        | 14.2857 | 300  | 1.7978          | 180.4997 |
+| 0.4159        | 15.2381 | 320  | 1.8185          | 131.2283 |
+| 0.3513        | 16.1905 | 340  | 1.8199          | 141.4296 |
+| 0.2958        | 17.1429 | 360  | 1.8410          | 187.4393 |
+| 0.2438        | 18.0952 | 380  | 1.8407          | 219.3616 |
+| 0.2135        | 19.0476 | 400  | 1.8424          | 162.0402 |
+| 0.2135        | 20.0    | 420  | 1.8452          | 183.4837 |
+| 0.1676        | 20.9524 | 440  | 1.8615          | 172.4497 |
+| 0.1509        | 21.9048 | 460  | 1.8842          | 132.8244 |
+| 0.1208        | 22.8571 | 480  | 1.8908          | 179.9445 |
+| 0.1001        | 23.8095 | 500  | 1.9055          | 180.7772 |
+| 0.1001        | 24.7619 | 520  | 1.9258          | 131.0895 |
+| 0.0805        | 25.7143 | 540  | 1.9154          | 136.1554 |
+| 0.063         | 26.6667 | 560  | 1.9319          | 178.5566 |
+| 0.0513        | 27.6190 | 580  | 1.9731          | 162.3178 |
+| 0.0452        | 28.5714 | 600  | 1.9633          | 175.0867 |
+| 0.0452        | 29.5238 | 620  | 1.9614          | 167.2450 |
+| 0.0374        | 30.4762 | 640  | 1.9872          | 178.5566 |
+| 0.0298        | 31.4286 | 660  | 1.9845          | 169.8126 |
+| 0.0241        | 32.3810 | 680  | 2.0082          | 138.0985 |
+| 0.0195        | 33.3333 | 700  | 2.0180          | 148.5080 |
+| 0.0195        | 34.2857 | 720  | 2.0217          | 165.5795 |
+| 0.0162        | 35.2381 | 740  | 2.0419          | 147.3282 |
+| 0.0136        | 36.1905 | 760  | 2.0427          | 124.9133 |
+| 0.0111        | 37.1429 | 780  | 2.0552          | 147.0507 |
+| 0.0097        | 38.0952 | 800  | 2.0653          | 154.7536 |
+| 0.0097        | 39.0476 | 820  | 2.0683          | 145.1770 |
+| 0.0083        | 40.0    | 840  | 2.0769          | 159.3338 |
+| 0.008         | 40.9524 | 860  | 2.0790          | 147.8834 |
+| 0.007         | 41.9048 | 880  | 2.0818          | 153.5739 |
+| 0.007         | 42.8571 | 900  | 2.0863          | 158.7092 |
+| 0.007         | 43.8095 | 920  | 2.0896          | 151.6308 |
+| 0.0065        | 44.7619 | 940  | 2.0923          | 159.8890 |
+| 0.0064        | 45.7143 | 960  | 2.0928          | 150.3123 |
+| 0.006         | 46.6667 | 980  | 2.0934          | 159.7502 |
+| 0.006         | 47.6190 | 1000 | 2.0936          | 153.8515 |
+
+
+### Framework versions
+
+- Transformers 4.42.0.dev0
+- Pytorch 2.3.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

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+}

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