End of training

README.md

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+---
+library_name: transformers
+language:
+- ur
+license: apache-2.0
+base_model: GogetaBlueMUI/whisper-small-ur
+tags:
+- generated_from_trainer
+datasets:
+- mozilla-foundation/common_voice_13_0
+metrics:
+- wer
+model-index:
+- name: Whisper Small Urdu V2 - Muhammad Abdullah
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: Common Voice 13.0
+      type: mozilla-foundation/common_voice_13_0
+      config: ur
+      split: test
+      args: 'config: ur, split: test'
+    metrics:
+    - name: Wer
+      type: wer
+      value: 35.42311262376238
+---
+
+<!-- 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 Urdu V2 - Muhammad Abdullah
+
+This model is a fine-tuned version of [GogetaBlueMUI/whisper-small-ur](https://huggingface.co/GogetaBlueMUI/whisper-small-ur) on the Common Voice 13.0 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7436
+- Wer: 35.4231
+
+## 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
+- optimizer: Use 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
+- training_steps: 1500
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Wer     |
+|:-------------:|:------:|:----:|:---------------:|:-------:|
+| 0.068         | 1.9305 | 500  | 0.6670          | 37.1751 |
+| 0.0182        | 3.8610 | 1000 | 0.7094          | 35.9684 |
+| 0.0032        | 5.7915 | 1500 | 0.7436          | 35.4231 |
+
+
+### Framework versions
+
+- Transformers 4.47.0
+- Pytorch 2.5.1+cu121
+- Datasets 3.1.0
+- Tokenizers 0.21.0

generation_config.json

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+      3
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+    [
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+    [
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+    [
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+  ],
+  "begin_suppress_tokens": [
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+  "decoder_start_token_id": 50258,
+  "eos_token_id": 50257,
+  "forced_decoder_ids": [
+    [
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+    [
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+    ]
+  ],
+  "is_multilingual": true,
+  "lang_to_id": {
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+    "<|yi|>": 50335,
+    "<|yo|>": 50325,
+    "<|zh|>": 50260
+  },
+  "language": "ur",
+  "max_initial_timestamp_index": 50,
+  "max_length": 448,
+  "no_timestamps_token_id": 50363,
+  "pad_token_id": 50257,
+  "prev_sot_token_id": 50361,
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+  "task": "transcribe",
+  "task_to_id": {
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+    "translate": 50358
+  },
+  "transformers_version": "4.47.0"
+}