File size: 1,094 Bytes
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"model_name": "Optimized MarianMT Meeting Translation ID-EN",
"base_model": "Helsinki-NLP/opus-mt-id-en",
"optimization_date": "2025-06-12T17:13:28.844177",
"best_bleu_score": 30.38363660017739,
"baseline_bleu": 34.87966010621732,
"improvement": -4.496023506039933,
"training_epochs": 12,
"dataset_size": 84058,
"dataset_percentage": 1.0,
"specialization": "real_time_meeting_translation",
"hyperparameters": {
"max_length": 120,
"batch_size": 8,
"learning_rate": 5e-06,
"weight_decay": 0.001,
"gradient_clip": 0.5,
"warmup_ratio": 0.1
},
"performance": {
"target_bleu": "> 0.40",
"target_speed": "< 1.0s",
"achieved_bleu": 30.38363660017739,
"achieved_speed": 0.14054479598999023,
"bleu_achieved": true,
"speed_achieved": true
},
"optimizations": [
"layer_freezing_untuk_stabilitas",
"learning_rate_sangat_kecil",
"gradient_accumulation",
"cosine_annealing_scheduler",
"quality_filtering_dataset",
"early_stopping_dengan_patience",
"memory_optimization",
"speed_optimization"
]
} |