End of training
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README.md
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---
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library_name: transformers
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language:
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- ar
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license: apache-2.0
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base_model: tarteel-ai/whisper-tiny-ar-quran
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tags:
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- generated_from_trainer
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datasets:
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- numan98/synth-incorrect-verses
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model-index:
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- name: Nextayah Tiny Whisper Finetuned
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# Nextayah Tiny Whisper Finetuned
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This model is a fine-tuned version of [tarteel-ai/whisper-tiny-ar-quran](https://huggingface.co/tarteel-ai/whisper-tiny-ar-quran) on the Synthetic Incorrect Verses dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.1059
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- eval_wer: 16.4345
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- eval_runtime: 49.0992
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- eval_samples_per_second: 2.037
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- eval_steps_per_second: 0.265
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- epoch: 68.9825
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- step: 2000
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 32
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 750
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- training_steps: 2500
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.48.0
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- Pytorch 2.5.1+cu121
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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generation_config.json
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{
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"begin_suppress_tokens": [
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220,
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"bos_token_id": 50257,
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"decoder_start_token_id": 50258,
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"lang_to_id": {
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"afrikaans": 68,
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"albanian": 58,
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"amharic": 75,
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"arabic": 13,
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"bulgarian": 33,
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"burmese": 100,
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"cantonese": 99,
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"castilian": 110,
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"catalan": 11,
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"chinese": 1,
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"croatian": 32,
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"czech": 24,
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"danish": 26,
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"dutch": 12,
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"english": 0,
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"estonian": 48,
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"faroese": 79,
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"finnish": 18,
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"flemish": 102,
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"french": 6,
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"galician": 60,
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"georgian": 70,
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"german": 2,
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"greek": 22,
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"gujarati": 74,
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"haitian": 103,
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"haitian creole": 80,
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"hausa": 95,
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"hawaiian": 93,
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"hebrew": 20,
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"hindi": 17,
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"hungarian": 27,
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"icelandic": 52,
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"indonesian": 16,
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"italian": 15,
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"japanese": 7,
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"javanese": 97,
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"kannada": 47,
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"kazakh": 57,
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"khmer": 64,
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"korean": 5,
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"lao": 77,
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"latin": 35,
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"latvian": 42,
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"letzeburgesch": 104,
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"lingala": 94,
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"lithuanian": 34,
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"luxembourgish": 86,
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"macedonian": 49,
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"malagasy": 90,
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"malay": 23,
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"mongolian": 55,
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"myanmar": 87,
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"nepali": 54,
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"norwegian": 29,
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"nynorsk": 83,
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"occitan": 69,
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"panjabi": 106,
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"pashto": 81,
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"persian": 41,
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"polish": 10,
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"portuguese": 8,
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"punjabi": 62,
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"pushto": 105,
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"romanian": 25,
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"russian": 4,
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"sanskrit": 85,
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"serbian": 44,
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"shona": 65,
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"sindhi": 73,
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"sinhala": 63,
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"sinhalese": 109,
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"slovak": 39,
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"slovenian": 46,
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"somali": 67,
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"spanish": 3,
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"sundanese": 98,
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"swahili": 59,
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"swedish": 14,
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"tagalog": 89,
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"tajik": 72,
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"tamil": 28,
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"tatar": 92,
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"telugu": 40,
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"thai": 30,
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"tibetan": 88,
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"turkish": 9,
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"turkmen": 82,
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"ukrainian": 21,
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"urdu": 31,
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"uzbek": 78,
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"valencian": 101,
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"vietnamese": 19,
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"welsh": 38,
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"yiddish": 76,
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"yoruba": 66
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},
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"max_length": 448,
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"use_cache": false
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}
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model.safetensors
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