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dfki-mlst-deberta-v3

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SequenceClassificationModelWithPooler
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dfki-mlst-deberta-v3
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{
  "model_type": "SequenceClassificationModelWithPooler",
  "model_name_or_path": "microsoft/deberta-v3-large",
  "num_classes": 26,
  "tokenizer_vocab_size": 128013,
  "classifier_dropout": 0.1,
  "learning_rate": 1e-05,
  "task_learning_rate": 0.0001,
  "warmup_proportion": 0.1,
  "multi_label": false,
  "multi_label_threshold": 0.5,
  "pooler": null,
  "freeze_base_model": false,
  "taskmodule_config": {
    "taskmodule_type": "RETextClassificationWithIndicesTaskModule",
    "tokenizer_name_or_path": "microsoft/deberta-v3-large",
    "relation_annotation": "nary_relations",
    "add_candidate_relations": false,
    "add_reversed_relations": false,
    "partition_annotation": null,
    "none_label": "no_relation",
    "padding": true,
    "truncation": true,
    "max_length": null,
    "pad_to_multiple_of": null,
    "multi_label": false,
    "labels": [
      "s_nodes:Default Conflict",
      "s_nodes:Default Inference",
      "s_nodes:Default Inference-rev",
      "s_nodes:Default Rephrase",
      "s_nodes:NONE",
      "ya_i2l_nodes:Agreeing",
      "ya_i2l_nodes:Arguing",
      "ya_i2l_nodes:Asserting",
      "ya_i2l_nodes:Assertive Questioning",
      "ya_i2l_nodes:Challenging",
      "ya_i2l_nodes:Default Illocuting",
      "ya_i2l_nodes:NONE",
      "ya_i2l_nodes:Pure Questioning",
      "ya_i2l_nodes:Restating",
      "ya_i2l_nodes:Rhetorical Questioning",
      "ya_s2ta_nodes:Agreeing",
      "ya_s2ta_nodes:Arguing",
      "ya_s2ta_nodes:Asserting",
      "ya_s2ta_nodes:Challenging",
      "ya_s2ta_nodes:Default Illocuting",
      "ya_s2ta_nodes:Disagreeing",
      "ya_s2ta_nodes:NONE",
      "ya_s2ta_nodes:Pure Questioning",
      "ya_s2ta_nodes:Restating",
      "ya_s2ta_nodes:Rhetorical Questioning"
    ],
    "add_type_to_marker": false,
    "argument_role_to_marker": {
      "s_nodes:source": "S:S",
      "s_nodes:target": "S:T",
      "ya_i2l_nodes:source": "YA-I2L:S",
      "ya_i2l_nodes:target": "YA-I2L:T",
      "ya_s2ta_nodes:source": "YA-S2TA:S",
      "ya_s2ta_nodes:target": "YA-S2TA:T"
    },
    "single_argument_pair": true,
    "append_markers": false,
    "entity_labels": [
      "L"
    ],
    "reversed_relation_label_suffix": "_reversed",
    "symmetric_relations": null,
    "reverse_symmetric_relations": true,
    "max_argument_distance": null,
    "max_argument_distance_type": "inner",
    "max_window": 512,
    "log_first_n_examples": 0,
    "add_argument_indices_to_input": false,
    "collect_statistics": true
  }
}