End of training

README.md

@@ -1,27 +1,27 @@
 ---
-base_model: openai/whisper-base
-datasets:
-- Oyounghyun/whisper_study_data
 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: study0702
+- name: study0703
   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. -->
 
-# study0702
+# study0703
 
 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: 0.1707
-- Cer: 6.3423
+- Loss: 0.1988
+- Cer: 6.6313
 
 ## Model description
 
@@ -46,24 +46,19 @@ The following hyperparameters were used during training:
 - 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
+- lr_scheduler_warmup_steps: 500
+- training_steps: 5000
 - mixed_precision_training: Native AMP
 
 ### Training results
 
-| Training Loss | Epoch  | Step | Validation Loss | Cer    |
-|:-------------:|:------:|:----:|:---------------:|:------:|
-| 0.2677        | 0.9615 | 100  | 0.2343          | 8.5421 |
-| 0.1167        | 1.9231 | 200  | 0.1853          | 7.1773 |
-| 0.0532        | 2.8846 | 300  | 0.1747          | 6.6635 |
-| 0.0284        | 3.8462 | 400  | 0.1718          | 6.7919 |
-| 0.0174        | 4.8077 | 500  | 0.1705          | 6.3423 |
-| 0.0081        | 5.7692 | 600  | 0.1689          | 5.9891 |
-| 0.0069        | 6.7308 | 700  | 0.1702          | 6.2781 |
-| 0.0053        | 7.6923 | 800  | 0.1702          | 6.5511 |
-| 0.0045        | 8.6538 | 900  | 0.1703          | 6.3263 |
-| 0.0048        | 9.6154 | 1000 | 0.1707          | 6.3423 |
+| Training Loss | Epoch   | Step | Validation Loss | Cer    |
+|:-------------:|:-------:|:----:|:---------------:|:------:|
+| 0.004         | 9.6154  | 1000 | 0.1731          | 6.3102 |
+| 0.0007        | 19.2308 | 2000 | 0.1849          | 6.3584 |
+| 0.0004        | 28.8462 | 3000 | 0.1921          | 6.4226 |
+| 0.0003        | 38.4615 | 4000 | 0.1968          | 6.5992 |
+| 0.0002        | 48.0769 | 5000 | 0.1988          | 6.6313 |
 
 
 ### Framework versions

model.safetensors

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 size 290403936

runs/Jul02_23-36-48_0839228b7db5/events.out.tfevents.1719963413.0839228b7db5.379.0

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+size 49799