End of training

README.md

@@ -22,7 +22,7 @@ model-index:
     metrics:
     - name: Wer
       type: wer
-      value: 0.4244391971664699
+      value: 0.4167650531286895
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -32,9 +32,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the PolyAI/minds14 dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6467
-- Wer Ortho: 0.4534
-- Wer: 0.4244
+- Loss: 0.6416
+- Wer Ortho: 0.4448
+- Wer: 0.4168
 
 ## Model description
 
@@ -53,24 +53,25 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 4e-06
+- learning_rate: 3e-06
 - train_batch_size: 16
 - eval_batch_size: 16
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: constant_with_warmup
 - lr_scheduler_warmup_steps: 50
-- training_steps: 200
+- training_steps: 125
 - mixed_precision_training: Native AMP
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer    |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|
-| 0.1212        | 1.79  | 50   | 0.5863          | 0.4584    | 0.4085 |
-| 0.0775        | 3.57  | 100  | 0.5957          | 0.4442    | 0.3991 |
-| 0.0415        | 5.36  | 150  | 0.6280          | 0.4399    | 0.4091 |
-| 0.0208        | 7.14  | 200  | 0.6467          | 0.4534    | 0.4244 |
+| 0.0592        | 0.89  | 25   | 0.6009          | 0.4226    | 0.3808 |
+| 0.0508        | 1.79  | 50   | 0.6093          | 0.4485    | 0.4103 |
+| 0.0483        | 2.68  | 75   | 0.6205          | 0.4442    | 0.4126 |
+| 0.0315        | 3.57  | 100  | 0.6268          | 0.4392    | 0.4120 |
+| 0.0304        | 4.46  | 125  | 0.6416          | 0.4448    | 0.4168 |
 
 
 ### Framework versions

model.safetensors

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 size 151061672

runs/Feb04_23-19-04_MSI/events.out.tfevents.1707088746.MSI

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