End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: openai/whisper-tiny
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: whisper-tiny-akan
+  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-tiny-akan
+
+This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.1467
+- Wer: 45.0456
+
+## 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: 0.0001
+- train_batch_size: 32
+- 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: 2000
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer     |
+|:-------------:|:-----:|:----:|:---------------:|:-------:|
+| 0.5414        | 10.0  | 250  | 0.7596          | 55.6922 |
+| 0.09          | 20.0  | 500  | 0.9048          | 52.3362 |
+| 0.0275        | 30.0  | 750  | 1.0300          | 49.0091 |
+| 0.0114        | 40.0  | 1000 | 1.0959          | 47.4902 |
+| 0.004         | 50.0  | 1250 | 1.1247          | 45.3783 |
+| 0.0017        | 60.0  | 1500 | 1.1412          | 45.3493 |
+| 0.0009        | 70.0  | 1750 | 1.1437          | 44.6261 |
+| 0.0007        | 80.0  | 2000 | 1.1467          | 45.0456 |
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.0+cu121
+- Datasets 3.0.0
+- Tokenizers 0.19.1

generation_config.json

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+    [
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+  "dropout": 0.01,
+  "eos_token_id": 50257,
+  "is_multilingual": true,
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+  "task": "transcribe",
+  "task_to_id": {
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+    "translate": 50358
+  },
+  "transformers_version": "4.44.2"
+}