oyqiz/uzbek_stt_3_version

O'zbekcha Speech To Text 3-versiyasi

Bu modelimiz facebook/wav2vec2-base va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - ning O'zbekcha dataseti bilan o'qitildi. Model 50ta epoxda o'qitildi. O'qitish jarayonida quyidagi natijalarga erishildi:

• Xatolik: 1.44
• So'zning xatolik darajasi: 0.912

O'qitish uchun belgilangan giperparameterlar

Quyidagi giperparameterlar o'qitish uchun ishlatildi:

• learning_rate: 3e-05
• train_batch_size: 16
• eval_batch_size: 8
• seed: 42
• distributed_type: multi-GPU
• num_devices: 2
• total_train_batch_size: 32
• total_eval_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• num_epochs: 50.0
• mixed_precision_training: Native AMP

O'qitish natijalari

Afsuski Checkpointlarni saqlash esimizdan chiqibdi)))