Training complete

README.md

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+---
+license: apache-2.0
+base_model: openai/whisper-small
+tags:
+- trnslation
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: Whisper-Sinhala_Audio_to_Text
+  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-Sinhala_Audio_to_Text
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9038
+- Wer: 50.0822
+
+## 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: 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
+- num_epochs: 50
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Wer     |
+|:-------------:|:-----:|:-----:|:---------------:|:-------:|
+| 0.0665        | 4.76  | 1000  | 0.5398          | 57.8125 |
+| 0.0096        | 9.52  | 2000  | 0.6716          | 56.2089 |
+| 0.0037        | 14.29 | 3000  | 0.7457          | 52.7549 |
+| 0.0005        | 19.05 | 4000  | 0.8000          | 51.1513 |
+| 0.002         | 23.81 | 5000  | 0.8057          | 51.6859 |
+| 0.0005        | 28.57 | 6000  | 0.8150          | 50.3289 |
+| 0.0005        | 33.33 | 7000  | 0.8445          | 51.0280 |
+| 0.0           | 38.1  | 8000  | 0.8773          | 50.1234 |
+| 0.0           | 42.86 | 9000  | 0.8944          | 50.1234 |
+| 0.0           | 47.62 | 10000 | 0.9038          | 50.0822 |
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

generation_config.json

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+}

runs/Mar19_21-10-44_ca95923feccf/events.out.tfevents.1710882646.ca95923feccf.12223.0

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