robertabase_snli / config.json
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{
"acc_batch_size": -1,
"adam_betas": "0.9,0.999",
"architectures": [
"TransformerForNLI"
],
"attention_probs_dropout_prob": 0.1,
"bias_proj": "",
"bias_v1": "",
"bias_v2": "",
"bos_token_id": 0,
"clip": 1.0,
"cls": "linear",
"dir": "data/snli_1.0/",
"dropout": 0.1,
"enc": "transformer",
"eos_token_id": 2,
"epochs": 5,
"freeze_transformer": 0,
"gpuid": 1,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"initializer_range": 0.02,
"intermediate_size": 3072,
"label_dict": "data/snli_1.0/snli.label.dict",
"label_map_inv": {
"0": "entailment",
"1": "neutral",
"2": "contradiction"
},
"labels": [
"entailment",
"neutral",
"contradiction"
],
"layer_norm_eps": 1e-05,
"learning_rate": 3e-05,
"load_file": "",
"loss": "multiclass",
"max_position_embeddings": 514,
"model_type": "transformerfornli",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"num_label": 3,
"optim": "adamw_fp16",
"pad_token_id": 1,
"param_init_type": "xavier_normal",
"percent": 1.0,
"print_every": 500,
"save_file": "./models/robertabase_snli_seed1",
"seed": 1,
"train_data": "data/snli_1.0/snli.train.hdf5",
"train_res": "",
"transformer_type": "roberta-base",
"type_vocab_size": 1,
"val_data": "data/snli_1.0/snli.val.hdf5",
"val_res": "",
"vocab_size": 50265,
"warmup": "linear",
"warmup_perc": 0.1,
"weight_decay": 0.01
}