End of training

README.md

@@ -0,0 +1,81 @@
+---
+license: apache-2.0
+base_model: openai/whisper-tiny
+tags:
+- generated_from_trainer
+datasets:
+- sinhala_asr
+metrics:
+- wer
+model-index:
+- name: whisper-tiny-sinhala-20k
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: sinhala_asr
+      type: sinhala_asr
+      config: default
+      split: test
+      args: default
+    metrics:
+    - name: Wer
+      type: wer
+      value: 92.99603723159156
+---
+
+<!-- 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-sinhala-20k
+
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the sinhala_asr dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2433
+- Wer: 92.9960
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 1e-05
+- train_batch_size: 8
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- training_steps: 5000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer      |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.4207        | 0.4   | 1000 | 0.3978          | 221.9058 |
+| 0.2966        | 0.8   | 2000 | 0.3009          | 136.3423 |
+| 0.226         | 1.2   | 3000 | 0.2661          | 97.6638  |
+| 0.2224        | 1.6   | 4000 | 0.2510          | 92.3279  |
+| 0.2034        | 2.0   | 5000 | 0.2433          | 92.9960  |
+
+
+### Framework versions
+
+- Transformers 4.36.0.dev0
+- Pytorch 2.0.0
+- Datasets 2.1.0
+- Tokenizers 0.15.0

generation_config.json

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+}

runs/Nov27_14-48-50_2a0258068e4b/events.out.tfevents.1701096537.2a0258068e4b.27.0

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