End of training

README.md

@@ -1,40 +1,24 @@
 ---
-language:
-- en
 license: apache-2.0
 base_model: openai/whisper-tiny.en
 tags:
-- hf-asr-leaderboard
 - generated_from_trainer
-datasets:
-- eai6/bungoma_training
 metrics:
 - wer
 model-index:
-- name: Whisper tiny
-  results:
-  - task:
-      name: Automatic Speech Recognition
-      type: automatic-speech-recognition
-    dataset:
-      name: Nyansapo AI Dataset
-      type: eai6/bungoma_training
-      args: 'config: en, split: test'
-    metrics:
-    - name: Wer
-      type: wer
-      value: 67.45562130177515
+- name: whisper-tiny.en
+  results: []
 ---
 
 <!-- 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. -->
 
-# Whisper tiny
+# whisper-tiny.en
 
-This model is a fine-tuned version of [openai/whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) on the Nyansapo AI Dataset dataset.
+This model is a fine-tuned version of [openai/whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.6114
-- Wer: 67.4556
+- Loss: 0.0722
+- Wer: 66.0915
 
 ## Model description
 
@@ -61,16 +45,19 @@ The following hyperparameters were used during training:
 - total_train_batch_size: 32
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- lr_scheduler_warmup_steps: 50
-- training_steps: 75
+- lr_scheduler_warmup_steps: 250
+- training_steps: 1500
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Wer     |
-|:-------------:|:-----:|:----:|:---------------:|:-------:|
-| 2.2113        | 2.5   | 25   | 2.1600          | 48.5207 |
-| 1.7347        | 5.0   | 50   | 1.7906          | 53.8462 |
-| 1.3358        | 7.5   | 75   | 1.6114          | 67.4556 |
+| Training Loss | Epoch | Step | Validation Loss | Wer      |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 3.058         | 2.76  | 250  | 0.5285          | 243.4858 |
+| 0.4211        | 5.52  | 500  | 0.0833          | 84.1242  |
+| 0.1963        | 8.29  | 750  | 0.0767          | 121.1389 |
+| 0.1269        | 11.05 | 1000 | 0.0716          | 57.2908  |
+| 0.103         | 13.81 | 1250 | 0.0732          | 113.0285 |
+| 0.1177        | 16.57 | 1500 | 0.0722          | 66.0915  |
 
 
 ### Framework versions

model.safetensors

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 size 151060136

runs/Mar23_21-06-11_Edwards-MacBook-Pro-2.local/events.out.tfevents.1711242374.Edwards-MacBook-Pro-2.local.80784.6

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-size 8085
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+size 8968