End of training

README.md

@@ -22,8 +22,9 @@ model-index:
     metrics:
     - name: Wer
       type: wer
-      value: 39.6116504854369
+      value: 0.15533980582524273
 ---
+
 <!-- 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. -->
 
@@ -31,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the Common Voice 17.0 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.9379
-- Wer: 39.6117
+- Loss: 1.0757
+- Wer: 0.1553
 
 ## Model description
 
@@ -57,18 +58,14 @@ 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: 500
-- training_steps: 5000
+- lr_scheduler_warmup_ratio: 0.04
+- training_steps: 15000
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Wer     |
-|:-------------:|:-----:|:----:|:---------------:|:-------:|
-| 0.0492        | 0.2   | 1000 | 0.7698          | 39.3078 |
-| 0.0288        | 0.4   | 2000 | 0.6834          | 1.5808  |
-| 0.0225        | 0.6   | 3000 | 0.7354          | 11.6002 |
-| 0.0082        | 0.8   | 4000 | 0.9359          | 41.3866 |
-| 0.0438        | 1.0   | 5000 | 0.9379          | 39.6117 |
+| Training Loss | Epoch | Step  | Validation Loss | Wer    |
+|:-------------:|:-----:|:-----:|:---------------:|:------:|
+| 0.0377        | 1.0   | 15000 | 1.0757          | 0.1553 |
 
 
 ### Framework versions
@@ -77,14 +74,3 @@ The following hyperparameters were used during training:
 - Pytorch 2.3.0+cu121
 - Datasets 2.19.1
 - Tokenizers 0.19.1
-
-## Citation
-
-```bibtex
-@misc{deepdml/whisper-medium-ar-quran-mix,
-      title={Fine-tuned Whisper medium ASR model for speech recognition in Arabic},
-      author={Jimenez, David},
-      howpublished={\url{https://huggingface.co/deepdml/whisper-medium-ar-quran-mix}},
-      year={2025}
-    }
-```