End of training

README.md

@@ -0,0 +1,82 @@
+---
+language:
+- id
+license: apache-2.0
+base_model: openai/whisper-small
+tags:
+- generated_from_trainer
+datasets:
+- mozilla-foundation/common_voice_15_0
+metrics:
+- wer
+model-index:
+- name: Whisper Small Id - Dhani
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 15.0
+      type: mozilla-foundation/common_voice_15_0
+      config: id
+      split: None
+      args: 'config: id, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 40.903586399627386
+---
+
+<!-- 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 Id - Dhani
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 15.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6569
+- Wer: 40.9036
+
+## 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: 8e-06
+- train_batch_size: 64
+- eval_batch_size: 32
+- 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     |
+|:-------------:|:-------:|:----:|:---------------:|:-------:|
+| 0.2799        | 7.6923  | 1000 | 0.5497          | 38.1509 |
+| 0.0732        | 15.3846 | 2000 | 0.5844          | 38.1602 |
+| 0.0257        | 23.0769 | 3000 | 0.6366          | 39.9348 |
+| 0.0164        | 30.7692 | 4000 | 0.6569          | 40.9036 |
+
+
+### Framework versions
+
+- Transformers 4.40.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.19.1
+- Tokenizers 0.19.1

generation_config.json

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+  "is_multilingual": true,
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+  "language": "indonesian",
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+  "task": "transcribe",
+  "task_to_id": {
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+    "translate": 50358
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+  "transformers_version": "4.40.2"
+}

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