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zanegraper
/
ag_query_classifier

Text Classification
Transformers
Safetensors
English
bert
agriculture
agronomy
query-classification
farming
corn
soybeans
rag
routing
text-embeddings-inference
Model card Files
xet
 Community
ag_query_classifier
File size: 2,232 Bytes
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{
  "add_cross_attention": false,
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": null,
  "classifier_dropout": null,
  "dtype": "float32",
  "eos_token_id": null,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 384,
  "id2label": {
    "0": "is_ag_related",
    "1": "crop__corn",
    "2": "crop__soybean",
    "3": "crop__both",
    "4": "crop__unknown",
    "5": "topic__disease",
    "6": "topic__pests",
    "7": "topic__weeds",
    "8": "topic__fertility",
    "9": "topic__soil_health",
    "10": "topic__weather_stress",
    "11": "topic__irrigation",
    "12": "topic__planting",
    "13": "topic__emergence",
    "14": "topic__growth_stage",
    "15": "topic__harvest_storage",
    "16": "topic__markets_economics",
    "17": "topic__regulation",
    "18": "topic__general_management",
    "19": "needs_weather",
    "20": "needs_location",
    "21": "needs_farm_profile",
    "22": "needs_growth_stage",
    "23": "needs_soil_data",
    "24": "needs_scouting_observations"
  },
  "initializer_range": 0.02,
  "intermediate_size": 1536,
  "is_decoder": false,
  "label2id": {
    "crop__both": 3,
    "crop__corn": 1,
    "crop__soybean": 2,
    "crop__unknown": 4,
    "is_ag_related": 0,
    "needs_farm_profile": 21,
    "needs_growth_stage": 22,
    "needs_location": 20,
    "needs_scouting_observations": 24,
    "needs_soil_data": 23,
    "needs_weather": 19,
    "topic__disease": 5,
    "topic__emergence": 13,
    "topic__fertility": 8,
    "topic__general_management": 18,
    "topic__growth_stage": 14,
    "topic__harvest_storage": 15,
    "topic__irrigation": 11,
    "topic__markets_economics": 16,
    "topic__pests": 6,
    "topic__planting": 12,
    "topic__regulation": 17,
    "topic__soil_health": 9,
    "topic__weather_stress": 10,
    "topic__weeds": 7
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "problem_type": "multi_label_classification",
  "tie_word_embeddings": true,
  "transformers_version": "5.0.0",
  "type_vocab_size": 2,
  "use_cache": false,
  "vocab_size": 30522
}