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README.md

@@ -1,3 +1,8 @@
----
-license: apache-2.0
----
+# DeBERTa-v3 Multi-label Model
+
+- Base model: `microsoft/deberta-v3-base`
+- Task: `multi_label_classification`
+- Labels: `19`
+- Context: `doc`
+- RAG: `True`
+- RAG top_k: `2`

config.json

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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
+}

label_names.json

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+[
+  "Self-direction: thought",
+  "Self-direction: action",
+  "Stimulation",
+  "Hedonism",
+  "Achievement",
+  "Power: dominance",
+  "Power: resources",
+  "Face",
+  "Security: personal",
+  "Security: societal",
+  "Tradition",
+  "Conformity: rules",
+  "Conformity: interpersonal",
+  "Humility",
+  "Benevolence: caring",
+  "Benevolence: dependability",
+  "Universalism: concern",
+  "Universalism: nature",
+  "Universalism: tolerance"
+]

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:93a8e249aa2dbc57f3b4cec33bdbd699b6dcf50bac7aa9b33401b360ce20925b
+size 737771548

special_tokens_map.json

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+{
+  "bos_token": "[CLS]",
+  "eos_token": "[SEP]",
+  "unk_token": "[UNK]",
+  "sep_token": "[SEP]",
+  "pad_token": "[PAD]",
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]"
+}

spm.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
+size 2464616

tokenizer_config.json

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+{
+  "add_prefix_space": true,
+  "backend": "tokenizers",
+  "bos_token": "[CLS]",
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "eos_token": "[SEP]",
+  "extra_special_tokens": [
+    "[PAD]",
+    "[CLS]",
+    "[SEP]"
+  ],
+  "is_local": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "split_by_punct": false,
+  "tokenizer_class": "DebertaV2Tokenizer",
+  "unk_id": 3,
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6c22b681fecddb502874221f789fecc56b4065f4d84fa72c06cd3e205382d060
+size 1617