End of training

README.md

@@ -0,0 +1,82 @@
+---
+library_name: transformers
+language:
+- vi
+base_model: openai/whisper-small-v3
+tags:
+- generated_from_trainer
+datasets:
+- mozilla-foundation/common_voice_11_0
+metrics:
+- wer
+model-index:
+- name: Whisper small vi - Ox
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 11.0
+      type: mozilla-foundation/common_voice_11_0
+      config: vi
+      split: test
+      args: 'config: vi, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 14.738458164272398
+---
+
+<!-- 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 small vi - Ox
+
+This model is a fine-tuned version of [openai/whisper-small-v3](https://huggingface.co/openai/whisper-small-v3) on the Common Voice 11.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2529
+- Wer: 14.7385
+
+## 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: 16
+- eval_batch_size: 8
+- 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: 4000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Wer     |
+|:-------------:|:------:|:----:|:---------------:|:-------:|
+| 0.2196        | 1.3928 | 1000 | 0.3174          | 19.4758 |
+| 0.0938        | 2.7855 | 2000 | 0.2513          | 16.0325 |
+| 0.014         | 4.1783 | 3000 | 0.2467          | 14.4972 |
+| 0.0109        | 5.5710 | 4000 | 0.2529          | 14.7385 |
+
+
+### Framework versions
+
+- Transformers 4.45.2
+- Pytorch 2.4.1
+- Datasets 3.0.2
+- Tokenizers 0.20.1

generation_config.json

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+  "begin_suppress_tokens": [
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+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "is_multilingual": true,
+  "lang_to_id": {
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+  "language": "vi",
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+  "prev_sot_token_id": 50361,
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+  "task": "transcribe",
+  "task_to_id": {
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+    "translate": 50358
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+  "transformers_version": "4.45.2"
+}

runs/Oct24_13-51-45_DESKTOP-8PJSJ0N/events.out.tfevents.1729752706.DESKTOP-8PJSJ0N

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