iter-ade-deberta-large / config.json
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{
"_name_or_path": "models/fleonce/iter-ade-deberta-large",
"activation_fn": "relu",
"architectures": [
"ITERForRelationExtraction"
],
"d_ff": 4096,
"d_model": 1024,
"dataset": "ade_split1",
"dropout": 0.3,
"entity_types": [
"Adverse-Effect",
"Drug"
],
"features": 544,
"link_types": [
"Adverse-Effect"
],
"max_length": 512,
"max_nest_depth": 2,
"model_type": "iter",
"num_links": 1,
"num_types": 3,
"threshold": 0.5,
"torch_dtype": "float32",
"transformer_config": {
"_name_or_path": "microsoft/deberta-v3-large",
"architectures": null,
"attention_probs_dropout_prob": 0.1,
"decoder_start_token_id": null,
"eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 1024,
"initializer_range": 0.02,
"intermediate_size": 4096,
"is_encoder_decoder": false,
"layer_norm_eps": 1e-07,
"max_length": 512,
"max_position_embeddings": 512,
"max_relative_positions": -1,
"model_type": "deberta-v2",
"norm_rel_ebd": "layer_norm",
"num_attention_heads": 16,
"num_hidden_layers": 24,
"pooler_dropout": 0,
"pooler_hidden_act": "gelu",
"pooler_hidden_size": 1024,
"pos_att_type": [
"p2c",
"c2p"
],
"position_biased_input": false,
"position_buckets": 256,
"relative_attention": true,
"share_att_key": true,
"task_specific_params": null,
"type_vocab_size": 0,
"vocab_size": 128100
},
"transformers_version": "4.37.0",
"use_bias": false,
"use_gate": true,
"use_mlp": true,
"use_scale": true
}