BanglaTag / config.json
kaiser ahmed
Add fine-tuned Bangla NER model (v1, F1=74.93%)
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{
"add_cross_attention": false,
"architectures": [
"ElectraForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": null,
"classifier_dropout": null,
"dtype": "float32",
"embedding_size": 768,
"eos_token_id": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "O",
"1": "B-PER",
"2": "I-PER",
"3": "B-LOC",
"4": "I-LOC",
"5": "B-ORG",
"6": "I-ORG",
"7": "B-POL",
"8": "I-POL",
"9": "B-DATE",
"10": "I-DATE",
"11": "B-TIME",
"12": "I-TIME",
"13": "B-EVENT",
"14": "I-EVENT",
"15": "B-CRIME",
"16": "I-CRIME",
"17": "B-TITLE",
"18": "I-TITLE",
"19": "B-NUM",
"20": "I-NUM",
"21": "B-SYMBOL",
"22": "I-SYMBOL",
"23": "B-CONSTITUENCY",
"24": "I-CONSTITUENCY",
"25": "B-INST",
"26": "I-INST"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"is_decoder": false,
"label2id": {
"B-CONSTITUENCY": 23,
"B-CRIME": 15,
"B-DATE": 9,
"B-EVENT": 13,
"B-INST": 25,
"B-LOC": 3,
"B-NUM": 19,
"B-ORG": 5,
"B-PER": 1,
"B-POL": 7,
"B-SYMBOL": 21,
"B-TIME": 11,
"B-TITLE": 17,
"I-CONSTITUENCY": 24,
"I-CRIME": 16,
"I-DATE": 10,
"I-EVENT": 14,
"I-INST": 26,
"I-LOC": 4,
"I-NUM": 20,
"I-ORG": 6,
"I-PER": 2,
"I-POL": 8,
"I-SYMBOL": 22,
"I-TIME": 12,
"I-TITLE": 18,
"O": 0
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "electra",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"summary_activation": "gelu",
"summary_last_dropout": 0.1,
"summary_type": "first",
"summary_use_proj": true,
"tie_word_embeddings": true,
"transformers_version": "5.5.0",
"type_vocab_size": 2,
"use_cache": false,
"vocab_size": 32000
}