Segementation

README.md

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+---
+library_name: transformers
+language:
+- ar
+license: apache-2.0
+base_model: openai/whisper-base
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: Whisper base AR - BA
+  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 base AR - BA
+
+This model is a fine-tuned version of [openai/whisper-base](https://huggingface.co/openai/whisper-base) on the quran-ayat-speech-to-text dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0084
+- Wer: 0.0585
+- Cer: 0.0258
+
+## 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: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 32
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Wer    | Cer    |
+|:-------------:|:------:|:----:|:---------------:|:------:|:------:|
+| 0.0034        | 1.0    | 1340 | 0.0047          | 0.0661 | 0.0298 |
+| 0.0023        | 2.0    | 2680 | 0.0049          | 0.0664 | 0.0320 |
+| 0.0009        | 3.0    | 4020 | 0.0055          | 0.0585 | 0.0263 |
+| 0.001         | 4.0    | 5360 | 0.0067          | 0.0630 | 0.0280 |
+| 0.0002        | 4.9966 | 6695 | 0.0086          | 0.0579 | 0.0270 |
+
+
+### Framework versions
+
+- Transformers 4.51.1
+- Pytorch 2.5.1+cu124
+- Datasets 3.5.0
+- Tokenizers 0.21.0

generation_config.json

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+  "transformers_version": "4.51.1"
+}

runs/Apr26_22-26-47_5b675d2f76e8/events.out.tfevents.1745741140.5b675d2f76e8.19.1

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