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value-context-rag-deberta-v3-base-doc-rag

Text Classification
Transformers
Safetensors
English
deberta-v2
deberta-v3
human value detection
schwartz values
moral values
political text
retrieval augmented classification
rag
multi-label classification
Eval Results (legacy)
text-embeddings-inference
Model card Files
xet
 Community
value-context-rag-deberta-v3-base-doc-rag
File size: 2,114 Bytes
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{
  "architectures": [
    "DebertaV2ForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": null,
  "dtype": "float32",
  "eos_token_id": null,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Self-direction: thought",
    "1": "Self-direction: action",
    "2": "Stimulation",
    "3": "Hedonism",
    "4": "Achievement",
    "5": "Power: dominance",
    "6": "Power: resources",
    "7": "Face",
    "8": "Security: personal",
    "9": "Security: societal",
    "10": "Tradition",
    "11": "Conformity: rules",
    "12": "Conformity: interpersonal",
    "13": "Humility",
    "14": "Benevolence: caring",
    "15": "Benevolence: dependability",
    "16": "Universalism: concern",
    "17": "Universalism: nature",
    "18": "Universalism: tolerance"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Achievement": 4,
    "Benevolence: caring": 14,
    "Benevolence: dependability": 15,
    "Conformity: interpersonal": 12,
    "Conformity: rules": 11,
    "Face": 7,
    "Hedonism": 3,
    "Humility": 13,
    "Power: dominance": 5,
    "Power: resources": 6,
    "Security: personal": 8,
    "Security: societal": 9,
    "Self-direction: action": 1,
    "Self-direction: thought": 0,
    "Stimulation": 2,
    "Tradition": 10,
    "Universalism: concern": 16,
    "Universalism: nature": 17,
    "Universalism: tolerance": 18
  },
  "layer_norm_eps": 1e-07,
  "legacy": true,
  "max_position_embeddings": 512,
  "max_relative_positions": -1,
  "model_type": "deberta-v2",
  "norm_rel_ebd": "layer_norm",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_dropout": 0,
  "pooler_hidden_act": "gelu",
  "pooler_hidden_size": 768,
  "pos_att_type": [
    "p2c",
    "c2p"
  ],
  "position_biased_input": false,
  "position_buckets": 256,
  "problem_type": "multi_label_classification",
  "relative_attention": true,
  "share_att_key": true,
  "tie_word_embeddings": true,
  "transformers_version": "5.2.0",
  "type_vocab_size": 0,
  "vocab_size": 128100
}