End of training

README.md

@@ -1,24 +1,40 @@
 ---
+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-exp.en
-  results: []
+- 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: 379.5513373597929
 ---
 
 <!-- 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-exp.en
+# Whisper tiny
 
-This model is a fine-tuned version of [openai/whisper-tiny.en](https://huggingface.co/openai/whisper-tiny.en) on the None dataset.
+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.
 It achieves the following results on the evaluation set:
-- Loss: 0.0687
-- Wer: 97.9292
+- Loss: 0.4549
+- Wer: 379.5513
 
 ## Model description
 
@@ -38,26 +54,22 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 1e-05
-- train_batch_size: 8
+- train_batch_size: 16
 - eval_batch_size: 8
 - seed: 42
-- gradient_accumulation_steps: 2
-- total_train_batch_size: 16
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- lr_scheduler_warmup_steps: 500
-- training_steps: 1500
+- lr_scheduler_warmup_steps: 250
+- training_steps: 1000
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Wer      |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 3.8666        | 1.39  | 250  | 1.4867          | 67.3857  |
-| 0.9805        | 2.77  | 500  | 0.1304          | 166.9543 |
-| 0.3395        | 4.16  | 750  | 0.0789          | 81.0181  |
-| 0.1938        | 5.54  | 1000 | 0.0717          | 70.7506  |
-| 0.1461        | 6.93  | 1250 | 0.0684          | 91.9758  |
-| 0.1212        | 8.31  | 1500 | 0.0687          | 97.9292  |
+| 3.2224        | 1.38  | 250  | 0.6100          | 153.0630 |
+| 0.545         | 2.76  | 500  | 0.0995          | 662.3814 |
+| 0.2906        | 4.14  | 750  | 0.0822          | 650.7334 |
+| 0.2063        | 5.52  | 1000 | 0.4549          | 379.5513 |
 
 
 ### Framework versions

model.safetensors

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+oid sha256:72a0127573005f4670388c208d8372cd7331dba3c2b013a4364ba9ce9311fb11
 size 151060136

runs/Mar25_00-54-09_Edwards-MacBook-Pro-2.local/events.out.tfevents.1711342456.Edwards-MacBook-Pro-2.local.8489.0

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-size 7039
+oid sha256:d0ad9eaea9693a927f90dcd2d486ada51b073c3c0679811ef82f6b42efc138bf
+size 7922