240624-wav2vec2-ASR-Arab

README.md

@@ -1,6 +1,6 @@
 ---
 license: apache-2.0
-base_model: zainulhakim/240624-wav2vec2-ASR-Arab
+base_model: zainulhakim/240615-wav2vec2-ASR-Arabs
 tags:
 - generated_from_trainer
 metrics:
@@ -61,12 +61,13 @@ should probably proofread and complete it, then remove this comment. -->
 [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/projektarbeit_dalim/huggingface/runs/ogklm4ck)
 [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/projektarbeit_dalim/huggingface/runs/ogklm4ck)
 [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/projektarbeit_dalim/huggingface/runs/ogklm4ck)
+[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/projektarbeit_dalim/dalim/runs/7r04i5y6)
 # 240624-wav2vec2-ASR-Arab
 
-This model is a fine-tuned version of [zainulhakim/240624-wav2vec2-ASR-Arab](https://huggingface.co/zainulhakim/240624-wav2vec2-ASR-Arab) on an unknown dataset.
+This model is a fine-tuned version of [zainulhakim/240615-wav2vec2-ASR-Arabs](https://huggingface.co/zainulhakim/240615-wav2vec2-ASR-Arabs) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.2948
-- Wer: 0.4141
+- Loss: 1.6706
+- Wer: 0.9697
 
 ## Model description
 
@@ -92,17 +93,16 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
-- num_epochs: 30
+- num_epochs: 20
 - mixed_precision_training: Native AMP
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Wer    |
 |:-------------:|:-----:|:----:|:---------------:|:------:|
-| No log        | 6.25  | 100  | 1.2948          | 0.4141 |
-| No log        | 12.5  | 200  | 1.2455          | 0.4747 |
-| No log        | 18.75 | 300  | 1.3863          | 0.4646 |
-| No log        | 25.0  | 400  | 1.5319          | 0.4545 |
+| No log        | 6.25  | 100  | 2.5459          | 1.0    |
+| No log        | 12.5  | 200  | 1.4102          | 1.0    |
+| No log        | 18.75 | 300  | 1.6706          | 0.9697 |
 
 
 ### Framework versions