rachitavya's picture
Updated BERT classifier on augmented of smaller classes
d1ca483
{
"_name_or_path": "google-bert/bert-base-uncased",
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "crop_pest_pest/disease - symptom",
"1": "crop_seed_seed - varieties",
"2": "crop_cultivation timelines",
"3": "scheme_scheme - info",
"4": "scheme_price",
"5": "crop_pest_pest/disease - control",
"6": "crop_weed_weed - control",
"7": "crop_sowing method",
"8": "crop_fertilizer_fertilizer - application",
"9": "crop_pest_pest/disease - prevention",
"10": "crop",
"11": "crop_organic methods",
"12": "non-agri",
"13": "crop_fertilizer",
"14": "crop_weed",
"15": "scheme",
"16": "crop_harvesting methods",
"17": "scheme_scheme - grievance",
"18": "crop_irrigation",
"19": "crop_weed_weed - prevention",
"20": "crop_description/profile",
"21": "crop_seed_seed - protection",
"22": "crop_weed - control",
"23": "crop_pest_pest/disease - procurement",
"24": "crop_seed_seed - procurement",
"25": "crop_seed ",
"26": "crop_crop use cases",
"27": "crop_fertilizer_seed - varieties",
"28": "crop_profile",
"29": "crop_cultivation",
"30": "crop_pest",
"31": "machinery_machinery - procurement",
"32": "scheme_scheme - application/registration",
"33": "scheme_scheme - eligibility",
"34": "crop_transplantation",
"35": "crop_fertilizer_fertilizer - description/profile",
"36": "crop_seed_seed - rate",
"37": "crop_soil_soil health",
"38": "crop_seed",
"39": "crop_soil_soil preparation",
"40": "crop_cultivation ",
"41": "crop_weed_weed - symptom",
"42": "crop_food processing",
"43": "crop_intercropping",
"44": "crop_storage",
"45": "scheme_scheme - notifications",
"46": "scheme_scheme - documents required",
"47": "crop_fertilizer_pest/disease - control",
"48": "crop_price",
"49": "crop_pest_fertilizer - application",
"50": "machinery_machinery - info",
"51": "non-agri_fertilizer - application",
"52": "crop_seed_pest/disease - control",
"53": "crop_pest_seed - varieties",
"54": "machinery_machinery - usage",
"55": "crop_scheme - info",
"56": "scheme_fertilizer_fertilizer - application",
"57": "crop_pest_pest/disease - level of infestation",
"58": "crop_fertilizer_fertilizer - procurement",
"59": "crop_machinery - procurement",
"60": "scheme_description/profile",
"61": "crop_pest_pest control",
"62": "crop_pest_pest/disease - info",
"63": "crop_soil_soil - info",
"64": "non-agri_weather",
"65": "crop_yield",
"66": "crop_weather",
"67": "crop_pest_pest/disease - pesticide info",
"68": "crop_soil",
"69": "crop_pest_pest/disease - biological control",
"70": "crop_junk",
"71": "non-agri_junk",
"72": "crop_organic methods_pest/disease - control",
"73": "crop_pest/disease - pesticide info",
"74": "crop_income",
"75": "crop_seed_seed - storage",
"76": "scheme_scheme - info_pest/disease - control",
"77": "crop_agricultural statistics",
"78": "crop_pest_agricultural statistics",
"79": "crop_pest_junk",
"80": "scheme_junk",
"81": "crop_pest_ pest/disease - info",
"82": "crop_pest_yield",
"83": "non-agri_cultivation timelines",
"84": "crop_pest/disease - info",
"85": "machinery",
"86": "crop_description/profile_junk",
"87": "machinery_machinery - info_junk",
"88": "scheme_scheme - info_junk",
"89": "crop_animal husbandry",
"90": "crop_fishery",
"91": "crop_junki",
"92": "crop_fertilizer_pest/disease - biological control",
"93": "crop_description/profile_animal husbandry"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
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},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.44.2",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}