Upload ASR model - training_info.json (sanitized)
Browse files- training_info.json +55 -0
training_info.json
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{
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"phase": 2,
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"total_samples": 39857,
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"saudi_samples": 11578,
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"saudi_percentage": 29.0488496374539,
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"estimated_cost": 13.275,
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"final_wer": 141.16402945323517,
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"config": {
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"model_name": "openai/whisper-large-v3-turbo",
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"max_duration_in_seconds": 30.0,
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"min_duration_in_seconds": 0.5,
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"lora_r": 64,
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"lora_alpha": 128,
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"lora_dropout": 0.1,
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"target_modules": [
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"q_proj",
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"k_proj",
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"v_proj",
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"out_proj",
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"fc1",
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"fc2"
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],
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"per_device_train_batch_size": 32,
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"per_device_eval_batch_size": 2,
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"gradient_accumulation_steps": 1,
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"num_train_epochs": 1.0,
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"learning_rate": 0.0001,
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"warmup_ratio": 0.1,
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"weight_decay": 0.01,
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"dataloader_num_workers": 8,
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"dataloader_pin_memory": true,
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"gradient_checkpointing": true,
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"fp16": true,
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"fp16_full_eval": true,
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"eval_steps": 200,
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"save_steps": 200,
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"logging_steps": 50,
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"saudi_oversample_factor": 2.0,
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"output_dir": "./whisper-arabic-saudi",
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"hub_model_id": "whisper-large-v3-turbo-arabic-saudi",
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"hf_token": "[REDACTED_TOKEN]",
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"phase1_hours": 10,
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"phase2_hours": 200,
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"sada_local_dir": "/data/sada_audio_files/"
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},
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"_security_notice": {
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"message": "Sensitive credentials have been automatically redacted for security",
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"redacted_patterns": [
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"huggingface_tokens",
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"api_keys",
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"access_tokens"
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],
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"sanitized_at": "2025-06-11T10:33:24Z"
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}
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}
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