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distil

Text Classification
Transformers
PyTorch
distilbert
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distil
File size: 1,436 Bytes 
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{
    "force": true,
    "dump_path": "./serialization_dir/distilbert",
    "data_file": "data/binarized_text.bert.pickle",
    "student_type": "distilbert",
    "student_config": "training_configs/distilbert-base-uncased.json",
    "student_pretrained_weights": "./serialization_dir/tf_bert-base-uncased_0247911.pth",
    "teacher_type": "bert",
    "teacher_name": "bert-base-uncased",
    "temperature": 2.0,
    "alpha_ce": 5.0,
    "alpha_mlm": 2.0,
    "alpha_clm": 0.0,
    "alpha_mse": 0.0,
    "alpha_cos": 1.0,
    "alpha_act": 1.0,
    "mlm": true,
    "mlm_mask_prop": 0.15,
    "word_mask": 0.8,
    "word_keep": 0.1,
    "word_rand": 0.1,
    "mlm_smoothing": 0.7,
    "token_counts": "data/token_counts.bert.pickle",
    "restrict_ce_to_mask": false,
    "freeze_pos_embs": true,
    "freeze_token_type_embds": false,
    "n_epoch": 50,
    "batch_size": 5,
    "group_by_size": true,
    "gradient_accumulation_steps": 50,
    "warmup_prop": 0.05,
    "weight_decay": 0.0,
    "learning_rate": 0.0005,
    "adam_epsilon": 1e-06,
    "max_grad_norm": 5.0,
    "initializer_range": 0.02,
    "fp16": false,
    "fp16_opt_level": "O1",
    "n_gpu": 1,
    "local_rank": 0,
    "seed": 56,
    "log_interval": 500,
    "checkpoint_interval": 4000,
    "n_nodes": 1,
    "node_id": 0,
    "global_rank": 0,
    "world_size": 1,
    "n_gpu_per_node": 1,
    "multi_gpu": false,
    "is_master": true,
    "multi_node": false
}