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config.json +58 -0
metrics_indobert.json +147 -0
model.safetensors +3 -0
special_tokens_map.json +7 -0
tokenizer.json +0 -0
tokenizer_config.json +58 -0
training_args.bin +3 -0
vocab.txt +0 -0

config.json ADDED Viewed

	@@ -0,0 +1,58 @@

+{
+  "_num_labels": 5,
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "dtype": "float32",
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "oos",
+    "1": "tanya_durasi",
+    "2": "tanya_informasi",
+    "3": "tanya_jadwal",
+    "4": "tanya_kendala",
+    "5": "tanya_lokasi",
+    "6": "tanya_pembaruan",
+    "7": "tanya_pembayaran",
+    "8": "tanya_prosedur",
+    "9": "tanya_status",
+    "10": "tanya_syarat"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "oos": 0,
+    "tanya_durasi": 1,
+    "tanya_informasi": 2,
+    "tanya_jadwal": 3,
+    "tanya_kendala": 4,
+    "tanya_lokasi": 5,
+    "tanya_pembaruan": 6,
+    "tanya_pembayaran": 7,
+    "tanya_prosedur": 8,
+    "tanya_status": 9,
+    "tanya_syarat": 10
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "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",
+  "transformers_version": "4.57.6",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 50000
+}

metrics_indobert.json ADDED Viewed

	@@ -0,0 +1,147 @@

+{
+  "validation": {
+    "accuracy": 0.8556034482758621,
+    "macro_f1": 0.886913586129003,
+    "weighted_f1": 0.8557812935961824
+  },
+  "test": {
+    "accuracy": 0.83632447954056,
+    "macro_f1": 0.8634187089939357,
+    "weighted_f1": 0.8365568925411568
+  },
+  "challenge": {
+    "accuracy": 0.83,
+    "macro_f1": 0.8078033078033078,
+    "weighted_f1": 0.8078033078033077
+  },
+  "test_per_intent": {
+    "tanya_prosedur": {
+      "precision": 0.7672727272727272,
+      "recall": 0.7814814814814814,
+      "f1-score": 0.7743119266055046,
+      "support": 270.0
+    },
+    "tanya_kendala": {
+      "precision": 0.7875,
+      "recall": 0.7682926829268293,
+      "f1-score": 0.7777777777777778,
+      "support": 164.0
+    },
+    "tanya_informasi": {
+      "precision": 0.8271604938271605,
+      "recall": 0.8007968127490039,
+      "f1-score": 0.8137651821862348,
+      "support": 251.0
+    },
+    "tanya_status": {
+      "precision": 0.7606837606837606,
+      "recall": 0.8811881188118812,
+      "f1-score": 0.8165137614678899,
+      "support": 101.0
+    },
+    "tanya_lokasi": {
+      "precision": 0.875,
+      "recall": 0.8,
+      "f1-score": 0.835820895522388,
+      "support": 35.0
+    },
+    "tanya_pembaruan": {
+      "precision": 0.8523489932885906,
+      "recall": 0.8819444444444444,
+      "f1-score": 0.8668941979522184,
+      "support": 144.0
+    },
+    "tanya_pembayaran": {
+      "precision": 0.8625,
+      "recall": 0.8734177215189873,
+      "f1-score": 0.8679245283018868,
+      "support": 79.0
+    },
+    "tanya_syarat": {
+      "precision": 0.9183673469387755,
+      "recall": 0.8653846153846154,
+      "f1-score": 0.8910891089108911,
+      "support": 208.0
+    },
+    "tanya_jadwal": {
+      "precision": 0.9523809523809523,
+      "recall": 0.9090909090909091,
+      "f1-score": 0.9302325581395349,
+      "support": 44.0
+    },
+    "tanya_durasi": {
+      "precision": 0.9322033898305084,
+      "recall": 0.9649122807017544,
+      "f1-score": 0.9482758620689655,
+      "support": 57.0
+    },
+    "oos": {
+      "precision": 0.975,
+      "recall": 0.975,
+      "f1-score": 0.975,
+      "support": 40.0
+    }
+  },
+  "challenge_per_intent": {
+    "tanya_jadwal": {
+      "precision": 1.0,
+      "recall": 0.1,
+      "f1-score": 0.18181818181818182,
+      "support": 10.0
+    },
+    "tanya_status": {
+      "precision": 1.0,
+      "recall": 0.4,
+      "f1-score": 0.5714285714285714,
+      "support": 10.0
+    },
+    "tanya_informasi": {
+      "precision": 0.5,
+      "recall": 1.0,
+      "f1-score": 0.6666666666666666,
+      "support": 10.0
+    },
+    "tanya_prosedur": {
+      "precision": 0.625,
+      "recall": 1.0,
+      "f1-score": 0.7692307692307693,
+      "support": 10.0
+    },
+    "tanya_pembaruan": {
+      "precision": 1.0,
+      "recall": 0.8,
+      "f1-score": 0.8888888888888888,
+      "support": 10.0
+    },
+    "tanya_kendala": {
+      "precision": 1.0,
+      "recall": 1.0,
+      "f1-score": 1.0,
+      "support": 10.0
+    },
+    "tanya_lokasi": {
+      "precision": 1.0,
+      "recall": 1.0,
+      "f1-score": 1.0,
+      "support": 10.0
+    },
+    "tanya_durasi": {
+      "precision": 1.0,
+      "recall": 1.0,
+      "f1-score": 1.0,
+      "support": 10.0
+    },
+    "tanya_pembayaran": {
+      "precision": 1.0,
+      "recall": 1.0,
+      "f1-score": 1.0,
+      "support": 10.0
+    },
+    "tanya_syarat": {
+      "precision": 1.0,
+      "recall": 1.0,
+      "f1-score": 1.0,
+      "support": 10.0
+    }
+  }
+}

model.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:dd8338f7ad1d343ed4c697a8cac68754bae869ecefaacc869bb44ac2c8d48eb0
+size 497822756

special_tokens_map.json ADDED Viewed

	@@ -0,0 +1,7 @@

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

tokenizer.json ADDED Viewed

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tokenizer_config.json ADDED Viewed

	@@ -0,0 +1,58 @@

+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "2": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "3": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin ADDED Viewed

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ca9259f59296e7b812cbef61dd4385033ed99a9683cbd01e91aec3142f9b9050
+size 5905

vocab.txt ADDED Viewed

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