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iter-scierc-scideberta-full

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iter-scierc-scideberta-full
File size: 1,825 Bytes 
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{
  "_name_or_path": "models/fleonce/iter-scierc-scideberta-full",
  "activation_fn": "relu",
  "architectures": [
    "ITERForRelationExtraction"
  ],
  "d_ff": 150,
  "d_model": 768,
  "dataset": "scierc",
  "dropout": 0.3,
  "entity_types": [
    "Task",
    "Method",
    "Material",
    "OtherScientificTerm",
    "Metric",
    "Generic"
  ],
  "features": 1385248,
  "link_types": [
    "Used-for",
    "Feature-of",
    "Hyponym-of",
    "Evaluate-for",
    "Part-of",
    "Compare",
    "Conjunction"
  ],
  "max_length": 512,
  "max_nest_depth": 3,
  "model_type": "iter",
  "num_links": 7,
  "num_types": 7,
  "threshold": 0.5,
  "torch_dtype": "float32",
  "transformer_config": {
    "_name_or_path": "KISTI-AI/Scideberta-full",
    "architectures": null,
    "attention_head_size": 64,
    "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": 768,
    "initializer_range": 0.02,
    "intermediate_size": 3072,
    "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": 12,
    "num_hidden_layers": 12,
    "padding_idx": 0,
    "pooler_dropout": 0,
    "pooler_hidden_act": "gelu",
    "pooler_hidden_size": 768,
    "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": false
}