End of training

README.md

@@ -22,7 +22,7 @@ model-index:
     metrics:
     - name: Wer
       type: wer
-      value: 0.6735537190082644
+      value: 0.4244391971664699
 ---
 
 <!-- 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: 0.7357
-- Wer Ortho: 0.6860
-- Wer: 0.6736
+- Loss: 0.6467
+- Wer Ortho: 0.4534
+- Wer: 0.4244
 
 ## Model description
 
@@ -53,32 +53,24 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 5e-06
+- learning_rate: 4e-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: 600
+- training_steps: 200
 - mixed_precision_training: Native AMP
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer    |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|
-| 2.2141        | 1.79  | 50   | 1.4145          | 0.5077    | 0.4044 |
-| 0.4779        | 3.57  | 100  | 0.6149          | 0.4571    | 0.3967 |
-| 0.2486        | 5.36  | 150  | 0.5744          | 0.4405    | 0.3808 |
-| 0.1641        | 7.14  | 200  | 0.5754          | 0.4368    | 0.3802 |
-| 0.0912        | 8.93  | 250  | 0.5966          | 0.4399    | 0.3985 |
-| 0.0385        | 10.71 | 300  | 0.6222          | 0.4324    | 0.3996 |
-| 0.0203        | 12.5  | 350  | 0.6532          | 0.4861    | 0.4616 |
-| 0.0079        | 14.29 | 400  | 0.6867          | 0.5503    | 0.5331 |
-| 0.0039        | 16.07 | 450  | 0.7002          | 0.5713    | 0.5555 |
-| 0.0026        | 17.86 | 500  | 0.7144          | 0.6428    | 0.6275 |
-| 0.0021        | 19.64 | 550  | 0.7275          | 0.6619    | 0.6499 |
-| 0.0017        | 21.43 | 600  | 0.7357          | 0.6860    | 0.6736 |
+| 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 |
 
 
 ### Framework versions

runs/Feb04_23-06-31_MSI/events.out.tfevents.1707087993.MSI

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 7105
+oid sha256:03e18889bd5332d00a1da2dfac40ddece034a06ec989192dfced8d8ec714166f
+size 9190