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Kithogue
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2-lvl-events-multilingual

Text Classification
Transformers
PyTorch
xlm-roberta
Inference Endpoints
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Upload XLMRobertaForSequenceClassification

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  1. config.json +131 -0
  2. pytorch_model.bin +3 -0
config.json ADDED
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+ {
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+ "_name_or_path": "./bert-finetuned-events-english_2layer/checkpoint-9170",
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+ "architectures": [
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+ "XLMRobertaForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "bos_token_id": 0,
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+ "classifier_dropout": null,
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+ "eos_token_id": 2,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "accidentcrash",
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+ "1": "agreements",
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+ "2": "arrestjaildetain",
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+ "3": "artifact",
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+ "4": "artifactexistence",
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+ "5": "attack",
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+ "6": "collaborate",
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+ "7": "commandorder",
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+ "8": "commitmentpromiseexpressintent",
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+ "9": "conflict",
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+ "10": "contact",
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+ "11": "damagedestroy",
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+ "12": "demonstrate",
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+ "13": "die",
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+ "14": "disaster",
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+ "15": "discussion",
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+ "16": "elect",
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+ "17": "endposition",
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+ "18": "fireexplosion",
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+ "19": "formation",
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+ "20": "funeralvigil",
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+ "21": "government",
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+ "22": "initiatejudicialprocess",
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+ "23": "injure",
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+ "24": "inspection",
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+ "25": "investigate",
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+ "26": "judicialconsequences",
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+ "27": "justice",
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+ "28": "legislate",
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+ "29": "life",
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+ "30": "manufacture",
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+ "31": "mediastatement",
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+ "32": "movement",
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+ "33": "negotiate",
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+ "34": "personnel",
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+ "35": "prevarication",
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+ "36": "publicstatementinperson",
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+ "37": "requestadvise",
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+ "38": "sensoryobserve",
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+ "39": "spy",
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+ "40": "startposition",
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+ "41": "threatencoerce",
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+ "42": "transaction",
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+ "43": "transfermoney",
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+ "44": "transferownership",
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+ "45": "transportartifact",
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+ "46": "transportperson",
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+ "47": "vote",
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+ "48": "yield"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "accidentcrash": 0,
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+ "agreements": 1,
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+ "arrestjaildetain": 2,
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+ "artifact": 3,
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+ "artifactexistence": 4,
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+ "attack": 5,
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+ "collaborate": 6,
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+ "commandorder": 7,
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+ "commitmentpromiseexpressintent": 8,
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+ "conflict": 9,
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+ "contact": 10,
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+ "damagedestroy": 11,
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+ "demonstrate": 12,
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+ "die": 13,
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+ "disaster": 14,
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+ "discussion": 15,
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+ "elect": 16,
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+ "endposition": 17,
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+ "fireexplosion": 18,
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+ "formation": 19,
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+ "funeralvigil": 20,
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+ "government": 21,
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+ "initiatejudicialprocess": 22,
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+ "injure": 23,
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+ "inspection": 24,
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+ "investigate": 25,
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+ "judicialconsequences": 26,
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+ "justice": 27,
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+ "legislate": 28,
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+ "life": 29,
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+ "manufacture": 30,
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+ "mediastatement": 31,
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+ "movement": 32,
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+ "negotiate": 33,
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+ "personnel": 34,
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+ "prevarication": 35,
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+ "publicstatementinperson": 36,
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+ "requestadvise": 37,
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+ "sensoryobserve": 38,
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+ "spy": 39,
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+ "startposition": 40,
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+ "threatencoerce": 41,
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+ "transaction": 42,
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+ "transfermoney": 43,
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+ "transferownership": 44,
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+ "transportartifact": 45,
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+ "transportperson": 46,
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+ "vote": 47,
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+ "yield": 48
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "max_position_embeddings": 514,
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+ "model_type": "xlm-roberta",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "output_past": true,
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+ "pad_token_id": 1,
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+ "position_embedding_type": "absolute",
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+ "problem_type": "multi_label_classification",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.30.0",
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+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 250002
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+ }
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