End of training

README.md

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+---
+license: apache-2.0
+base_model: openai/whisper-small
+tags:
+- generated_from_trainer
+datasets:
+- mozilla-foundation/common_voice_6_1
+metrics:
+- wer
+model-index:
+- name: Whisper Small Frisian 1h
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 6.1
+      type: mozilla-foundation/common_voice_6_1
+      args: 'config: frisian, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 63.251646334880704
+---
+
+<!-- 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 Frisian 1h
+
+This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 6.1 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.0076
+- Wer: 63.2516
+
+## 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-06
+- 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: 1000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch   | Step | Validation Loss | Wer     |
+|:-------------:|:-------:|:----:|:---------------:|:-------:|
+| 2.4337        | 4.4444  | 200  | 2.4123          | 86.6566 |
+| 1.2587        | 8.8889  | 400  | 1.4507          | 74.9685 |
+| 0.6617        | 13.3333 | 600  | 1.1118          | 66.6991 |
+| 0.4265        | 17.7778 | 800  | 1.0242          | 63.8850 |
+| 0.3419        | 22.2222 | 1000 | 1.0076          | 63.2516 |
+
+
+### Framework versions
+
+- Transformers 4.40.1
+- Pytorch 2.2.2+cu121
+- Datasets 2.19.0
+- Tokenizers 0.19.1

generation_config.json

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+  "is_multilingual": true,
+  "lang_to_id": {
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+  "language": "dutch",
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+  "pad_token_id": 50257,
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+  "task": "transcribe",
+  "task_to_id": {
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+  "transformers_version": "4.40.1"
+}