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2-lvl-events-multilingual

Text Classification
Transformers
PyTorch
xlm-roberta
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2-lvl-events-multilingual
File size: 3,219 Bytes 
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{
  "_name_or_path": "./bert-finetuned-events-english_2layer/checkpoint-9170",
  "architectures": [
    "XLMRobertaForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "accidentcrash",
    "1": "agreements",
    "2": "arrestjaildetain",
    "3": "artifact",
    "4": "artifactexistence",
    "5": "attack",
    "6": "collaborate",
    "7": "commandorder",
    "8": "commitmentpromiseexpressintent",
    "9": "conflict",
    "10": "contact",
    "11": "damagedestroy",
    "12": "demonstrate",
    "13": "die",
    "14": "disaster",
    "15": "discussion",
    "16": "elect",
    "17": "endposition",
    "18": "fireexplosion",
    "19": "formation",
    "20": "funeralvigil",
    "21": "government",
    "22": "initiatejudicialprocess",
    "23": "injure",
    "24": "inspection",
    "25": "investigate",
    "26": "judicialconsequences",
    "27": "justice",
    "28": "legislate",
    "29": "life",
    "30": "manufacture",
    "31": "mediastatement",
    "32": "movement",
    "33": "negotiate",
    "34": "personnel",
    "35": "prevarication",
    "36": "publicstatementinperson",
    "37": "requestadvise",
    "38": "sensoryobserve",
    "39": "spy",
    "40": "startposition",
    "41": "threatencoerce",
    "42": "transaction",
    "43": "transfermoney",
    "44": "transferownership",
    "45": "transportartifact",
    "46": "transportperson",
    "47": "vote",
    "48": "yield"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "accidentcrash": 0,
    "agreements": 1,
    "arrestjaildetain": 2,
    "artifact": 3,
    "artifactexistence": 4,
    "attack": 5,
    "collaborate": 6,
    "commandorder": 7,
    "commitmentpromiseexpressintent": 8,
    "conflict": 9,
    "contact": 10,
    "damagedestroy": 11,
    "demonstrate": 12,
    "die": 13,
    "disaster": 14,
    "discussion": 15,
    "elect": 16,
    "endposition": 17,
    "fireexplosion": 18,
    "formation": 19,
    "funeralvigil": 20,
    "government": 21,
    "initiatejudicialprocess": 22,
    "injure": 23,
    "inspection": 24,
    "investigate": 25,
    "judicialconsequences": 26,
    "justice": 27,
    "legislate": 28,
    "life": 29,
    "manufacture": 30,
    "mediastatement": 31,
    "movement": 32,
    "negotiate": 33,
    "personnel": 34,
    "prevarication": 35,
    "publicstatementinperson": 36,
    "requestadvise": 37,
    "sensoryobserve": 38,
    "spy": 39,
    "startposition": 40,
    "threatencoerce": 41,
    "transaction": 42,
    "transfermoney": 43,
    "transferownership": 44,
    "transportartifact": 45,
    "transportperson": 46,
    "vote": 47,
    "yield": 48
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "xlm-roberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "problem_type": "multi_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.30.0",
  "type_vocab_size": 1,
  "use_cache": true,
  "vocab_size": 250002
}