End of training

README.md

@@ -24,7 +24,7 @@ model-index:
       args: default
     metrics:
     - type: wer
-      value: 81.93548387096774
+      value: 66.77419354838709
       name: Wer
 ---
 
@@ -35,8 +35,8 @@ 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 Dysarthria_Synthetic_Easycall_Common dataset.
 It achieves the following results on the evaluation set:
-- Loss: 3.7887
-- Wer: 81.9355
+- Loss: 0.9709
+- Wer: 66.7742
 
 ## Model description
 
@@ -57,30 +57,41 @@ More information needed
 The following hyperparameters were used during training:
 - learning_rate: 1e-05
 - train_batch_size: 16
-- eval_batch_size: 8
+- eval_batch_size: 16
 - seed: 42
 - gradient_accumulation_steps: 2
 - total_train_batch_size: 32
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
+- lr_scheduler_type: reduce_lr_on_plateau
 - lr_scheduler_warmup_steps: 100
-- num_epochs: 7
+- num_epochs: 15
 - mixed_precision_training: Native AMP
 
 ### Training results
 
-| Training Loss | Epoch  | Step | Validation Loss | Wer      |
-|:-------------:|:------:|:----:|:---------------:|:--------:|
-| 6.7033        | 0.6897 | 50   | 6.6396          | 205.1613 |
-| 6.091         | 1.3793 | 100  | 5.9043          | 160.0    |
-| 5.0041        | 2.0690 | 150  | 5.4640          | 163.2258 |
-| 4.4908        | 2.7586 | 200  | 5.0968          | 90.6452  |
-| 4.023         | 3.4483 | 250  | 4.7181          | 85.8065  |
-| 3.6629        | 4.1379 | 300  | 4.2892          | 83.2258  |
-| 3.3164        | 4.8276 | 350  | 4.0228          | 80.9677  |
-| 3.2009        | 5.5172 | 400  | 3.8851          | 82.2581  |
-| 3.0631        | 6.2069 | 450  | 3.8146          | 82.9032  |
-| 3.0098        | 6.8966 | 500  | 3.7887          | 81.9355  |
+| Training Loss | Epoch   | Step | Validation Loss | Wer      |
+|:-------------:|:-------:|:----:|:---------------:|:--------:|
+| 6.1405        | 0.6897  | 50   | 5.7981          | 205.1613 |
+| 4.968         | 1.3793  | 100  | 5.3200          | 164.8387 |
+| 4.2444        | 2.0690  | 150  | 4.7663          | 85.8065  |
+| 3.6175        | 2.7586  | 200  | 4.0413          | 83.8710  |
+| 3.0351        | 3.4483  | 250  | 3.6257          | 80.3226  |
+| 2.668         | 4.1379  | 300  | 3.2450          | 75.8065  |
+| 2.3178        | 4.8276  | 350  | 2.8196          | 75.1613  |
+| 1.9613        | 5.5172  | 400  | 2.3047          | 73.8710  |
+| 1.5398        | 6.2069  | 450  | 1.8564          | 73.8710  |
+| 1.2771        | 6.8966  | 500  | 1.5804          | 76.4516  |
+| 1.0752        | 7.5862  | 550  | 1.3762          | 75.1613  |
+| 0.8899        | 8.2759  | 600  | 1.2049          | 77.0968  |
+| 0.7684        | 8.9655  | 650  | 1.1252          | 75.1613  |
+| 0.7242        | 9.6552  | 700  | 1.0776          | 74.1935  |
+| 0.67          | 10.3448 | 750  | 1.0567          | 72.9032  |
+| 0.6405        | 11.0345 | 800  | 1.0334          | 73.2258  |
+| 0.622         | 11.7241 | 850  | 1.0179          | 74.1935  |
+| 0.5874        | 12.4138 | 900  | 1.0067          | 71.2903  |
+| 0.5601        | 13.1034 | 950  | 0.9863          | 67.0968  |
+| 0.544         | 13.7931 | 1000 | 0.9855          | 67.0968  |
+| 0.538         | 14.4828 | 1050 | 0.9709          | 66.7742  |
 
 
 ### Framework versions

adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:1613efb7ffec72890cdb587280e03d88a6c641714c7284ff7b5009ccb64e4174
 size 37789960

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:412ef49982b3361160f450ff53c8a3dd615ea2c47e4c8171c5b789ecee8d7066
+oid sha256:e9c55d24ca47aeb895a7704d67ec5601894ae22f831a00c18eb1e787747fcedc
 size 5368