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1_Pooling/config.json

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+{
+  "word_embedding_dimension": 1024,
+  "pooling_mode_cls_token": false,
+  "pooling_mode_mean_tokens": true,
+  "pooling_mode_max_tokens": false,
+  "pooling_mode_mean_sqrt_len_tokens": false,
+  "pooling_mode_weightedmean_tokens": false,
+  "pooling_mode_lasttoken": false,
+  "include_prompt": true
+}

README.md

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+# Custom BPS SentenceTransformer
+
+Model ini berbasis `paraphrase-multilingual-MiniLM-L12-v2` dengan tambahan token khusus untuk konteks statistik Badan Pusat Statistik (BPS) Indonesia. Token baru mencakup istilah seperti `PDRB`, `SP2020`, `SAKERNAS`, dll.
+
+## Cara Penggunaan
+```python
+from sentence_transformers import SentenceTransformer
+
+model = SentenceTransformer('yahyaabd/paraphrase-multilingual-MiniLM-L12-v2-bps-custom-tokenizer')
+embeddings = model.encode(['PDRB meningkat di tahun 2023.', 'BPS merilis ST2023.'])
+```
+
+## Kontak
+Hubungi [yahyaabd] di Hugging Face untuk pertanyaan atau dukungan.

added_tokens.json

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+{
+  "BADAN PUSAT STATISTIK": 30522,
+  "BPP": 30551,
+  "BPS": 30521,
+  "BRS": 30566,
+  "CIF": 30556,
+  "EKSPOR": 30552,
+  "FOB": 30555,
+  "HLS": 30543,
+  "HS": 30554,
+  "IHK": 30525,
+  "IHP": 30527,
+  "IHPB": 30528,
+  "IMK": 30532,
+  "IMPOR": 30553,
+  "IPH": 30526,
+  "IPM": 30537,
+  "ITB": 30531,
+  "ITK": 30530,
+  "KATALOG": 30572,
+  "KB": 30542,
+  "KCI": 30562,
+  "KEGIATAN": 30568,
+  "KKI": 30561,
+  "KKL": 30560,
+  "KRT": 30563,
+  "LPE": 30533,
+  "LTN": 30549,
+  "LTT": 30548,
+  "METADATA": 30571,
+  "NTP": 30529,
+  "NTUP": 30550,
+  "PDB": 30524,
+  "PDRB": 30523,
+  "PKL": 30559,
+  "PUBLIKASI": 30567,
+  "RLS": 30544,
+  "RT": 30564,
+  "RW": 30565,
+  "SAKERNAS": 30557,
+  "SDGI": 30541,
+  "SDKI": 30540,
+  "SEKTORAL": 30570,
+  "SP2020": 30538,
+  "ST2013": 30547,
+  "ST2023": 30546,
+  "STATISTIK": 30569,
+  "SUPAS": 30539,
+  "SURVEI": 30573,
+  "SUTAS": 30545,
+  "TPAK": 30558,
+  "TPK": 30534,
+  "TPT": 30535,
+  "UMP": 30536
+}

config.json

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+{
+  "_num_labels": 5,
+  "architectures": [
+    "BertModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2",
+    "3": "LABEL_3",
+    "4": "LABEL_4"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_2": 2,
+    "LABEL_3": 3,
+    "LABEL_4": 4
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "output_past": true,
+  "pad_token_id": 0,
+  "pooler_fc_size": 768,
+  "pooler_num_attention_heads": 12,
+  "pooler_num_fc_layers": 3,
+  "pooler_size_per_head": 128,
+  "pooler_type": "first_token_transform",
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30574
+}

config_sentence_transformers.json

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+{
+  "__version__": {
+    "sentence_transformers": "3.4.1",
+    "transformers": "4.51.3",
+    "pytorch": "2.6.0+cu124"
+  },
+  "prompts": {},
+  "default_prompt_name": null,
+  "similarity_fn_name": "cosine"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8e60913acacea8cbbe7e23c51dc87a3861ab07d76a450979f1656e8409e32f6b
+size 1340825424

modules.json

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+[
+  {
+    "idx": 0,
+    "name": "0",
+    "path": "",
+    "type": "sentence_transformers.models.Transformer"
+  },
+  {
+    "idx": 1,
+    "name": "1",
+    "path": "1_Pooling",
+    "type": "sentence_transformers.models.Pooling"
+  }
+]

sentence_bert_config.json

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+{
+  "max_seq_length": 512,
+  "do_lower_case": false
+}

special_tokens_map.json

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+{
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
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+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "30522": {
+      "content": "BADAN PUSAT STATISTIK",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "30523": {
+      "content": "PDRB",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "30524": {
+      "content": "PDB",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "30525": {
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+      "normalized": true,
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+      "single_word": false,
+      "special": false
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+      "normalized": true,
+      "rstrip": false,
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+      "special": false
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+    "30527": {
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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "30528": {
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+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "30529": {
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+      "rstrip": false,
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+      "special": false
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+      "special": false
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+    "30532": {
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+      "rstrip": false,
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+    }
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+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "max_length": 256,
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+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]"
+}