Validated Office Run: 80/20 Split, 50-token Chunking, AMP Enabled

config.json

@@ -0,0 +1,27 @@
+{
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertModel"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": null,
+  "dim": 768,
+  "dropout": 0.1,
+  "dtype": "float32",
+  "eos_token_id": null,
+  "hidden_dim": 3072,
+  "initializer_range": 0.02,
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "output_past": true,
+  "pad_token_id": 0,
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.0.0",
+  "vocab_size": 119547
+}

label_mapping.json

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+{"ner_l2i": {"B-ART": 0, "B-EVENT": 1, "B-FAC": 2, "B-GPE": 3, "B-LANGUAGE": 4, "B-LOC": 5, "B-NORP": 6, "B-ORG": 7, "B-OTHERS": 8, "B-PERSON": 9, "B-TITLE": 10, "I-ART": 11, "I-EVENT": 12, "I-FAC": 13, "I-GPE": 14, "I-LANGUAGE": 15, "I-LOC": 16, "I-NORP": 17, "I-ORG": 18, "I-OTHERS": 19, "I-PERSON": 20, "I-TITLE": 21, "O": 22}, "pos_l2i": {"ADJ": 0, "ADP": 1, "ADV": 2, "AUX": 3, "AdJ": 4, "CONJ": 5, "DET": 6, "INTJ": 7, "NOUN": 8, "NUM": 9, "PERIOD": 10, "PRON": 11, "PROPN": 12, "PUNC": 13, "SCON": 14, "SYM": 15, "VERB": 16, "X": 17}, "id2ner": {"0": "B-ART", "1": "B-EVENT", "2": "B-FAC", "3": "B-GPE", "4": "B-LANGUAGE", "5": "B-LOC", "6": "B-NORP", "7": "B-ORG", "8": "B-OTHERS", "9": "B-PERSON", "10": "B-TITLE", "11": "I-ART", "12": "I-EVENT", "13": "I-FAC", "14": "I-GPE", "15": "I-LANGUAGE", "16": "I-LOC", "17": "I-NORP", "18": "I-ORG", "19": "I-OTHERS", "20": "I-PERSON", "21": "I-TITLE", "22": "O"}, "id2pos": {"0": "ADJ", "1": "ADP", "2": "ADV", "3": "AUX", "4": "AdJ", "5": "CONJ", "6": "DET", "7": "INTJ", "8": "NOUN", "9": "NUM", "10": "PERIOD", "11": "PRON", "12": "PROPN", "13": "PUNC", "14": "SCON", "15": "SYM", "16": "VERB", "17": "X"}, "metrics_notes": "Validated on 80/20 Split. NER Macro F1: 0.69, POS Weighted F1: 0.96"}

model.safetensors

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+size 538947416

pytorch_model.bin

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+size 539111115

tokenizer_config.json

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+{
+  "backend": "tokenizers",
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "is_local": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}