End of training

README.md

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+---
+language:
+- en
+license: apache-2.0
+base_model: openai/whisper-large
+tags:
+- generated_from_trainer
+datasets:
+- common_voice_1_0
+metrics:
+- wer
+model-index:
+- name: whisper-large-english-TG
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: common_voice
+      type: common_voice_1_0
+      config: en
+      split: None
+      args: 'config: en, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 18.00053310232233
+---
+
+<!-- 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-large-english-TG
+
+This model is a fine-tuned version of [openai/whisper-large](https://huggingface.co/openai/whisper-large) on the common_voice dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4494
+- Wer: 18.0005
+
+## 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
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 32
+- 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     |
+|:-------------:|:-------:|:----:|:---------------:|:-------:|
+| 0.0452        | 2.6350  | 1000 | 0.3455          | 19.6915 |
+| 0.0034        | 5.2701  | 2000 | 0.3999          | 17.8823 |
+| 0.0005        | 7.9051  | 3000 | 0.4770          | 18.1438 |
+| 0.0001        | 10.5402 | 4000 | 0.4494          | 18.0005 |
+
+
+### Framework versions
+
+- Transformers 4.40.0
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.19.1

generation_config.json

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+  ],
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+  "is_multilingual": true,
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+  "transformers_version": "4.40.0"
+}

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