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parameters.json

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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
+}