End of training

README.md

@@ -1,7 +1,7 @@
 ---
+base_model: Rajan/NepaliBERT
 tags:
 - generated_from_trainer
-base_model: Rajan/NepaliBERT
 model-index:
 - name: nepali_gov_complaints_classification
   results: []
@@ -14,7 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [Rajan/NepaliBERT](https://huggingface.co/Rajan/NepaliBERT) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.2503
+- Loss: 0.2385
 
 ## Model description
 

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "./my_nepalibert_model",
+  "_name_or_path": "Rajan/NepaliBERT",
   "architectures": [
     "BertForSequenceClassification"
   ],
@@ -10,38 +10,38 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,
   "id2label": {
-    "0": "\u0905\u0930\u094d\u0925 \u0938\u092c\u0928\u094d\u0927\u0940",
-    "1": "\u0905\u0930\u094d\u0925\u093f\u0915 \u0905\u0928\u093f\u092f\u092e\u093f\u0924\u0924\u093e \u0924\u0925\u093e \u092d\u094d\u0930\u0937\u094d\u091f\u093e\u091a\u093e\u0930 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940",
-    "2": "\u0915\u0930\u094d\u092e\u091a\u093e\u0930\u0940 \u0938\u092e\u094d\u0935\u0928\u094d\u0927\u0940",
-    "3": "\u0916\u093e\u0928\u0947\u092a\u093e\u0928\u0940",
-    "4": "\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u093e\u0930\u094d\u092f \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940",
-    "5": "\u092a\u093e\u0930\u094d\u0915\u093f\u0919\u094d\u0917 \u0924\u0925\u093e \u092e\u0947\u091f\u094d\u0930\u094b \u092a\u0941\u0932\u093f\u0938",
-    "6": "\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u0936\u094d\u0930\u094b\u0924/\u0938\u093e\u0927\u0928 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940",
-    "7": "\u092b\u094b\u0939\u094b\u0930\u092e\u0948\u0932\u093e \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093e\u092a\u0928",
-    "8": "\u0932\u093e\u0917\u0941 \u092a\u0926\u093e\u0930\u094d\u0925 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940",
-    "9": "\u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0924\u0925\u093e \u0905\u092d\u093f\u0932\u0947\u0916 \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093e\u092a\u0928 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940",
-    "10": "\u0936\u093e\u0928\u094d\u0924\u093f \u0938\u0941\u0930\u0915\u094d\u0937\u093e",
-    "11": "\u0938\u0942\u091a\u0928\u093e \u0924\u0925\u093e \u0938\u0902\u091a\u093e\u0930",
-    "12": "\u0938\u094b\u0927\u092a\u0941\u091b, \u0938\u0941\u091d\u093e\u0935, \u092a\u094d\u0930\u0936\u0902\u0938\u093e \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940",
-    "13": "\u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f\u0938\u0901\u0917 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940"
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2",
+    "3": "LABEL_3",
+    "4": "LABEL_4",
+    "5": "LABEL_5",
+    "6": "LABEL_6",
+    "7": "LABEL_7",
+    "8": "LABEL_8",
+    "9": "LABEL_9",
+    "10": "LABEL_10",
+    "11": "LABEL_11",
+    "12": "LABEL_12",
+    "13": "LABEL_13"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
-    "\u0905\u0930\u094d\u0925 \u0938\u092c\u0928\u094d\u0927\u0940": 0,
-    "\u0905\u0930\u094d\u0925\u093f\u0915 \u0905\u0928\u093f\u092f\u092e\u093f\u0924\u0924\u093e \u0924\u0925\u093e \u092d\u094d\u0930\u0937\u094d\u091f\u093e\u091a\u093e\u0930 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940": 1,
-    "\u0915\u0930\u094d\u092e\u091a\u093e\u0930\u0940 \u0938\u092e\u094d\u0935\u0928\u094d\u0927\u0940": 2,
-    "\u0916\u093e\u0928\u0947\u092a\u093e\u0928\u0940": 3,
-    "\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u093e\u0930\u094d\u092f \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940": 4,
-    "\u092a\u093e\u0930\u094d\u0915\u093f\u0919\u094d\u0917 \u0924\u0925\u093e \u092e\u0947\u091f\u094d\u0930\u094b \u092a\u0941\u0932\u093f\u0938": 5,
-    "\u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u0936\u094d\u0930\u094b\u0924/\u0938\u093e\u0927\u0928 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940": 6,
-    "\u092b\u094b\u0939\u094b\u0930\u092e\u0948\u0932\u093e \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093e\u092a\u0928": 7,
-    "\u0932\u093e\u0917\u0941 \u092a\u0926\u093e\u0930\u094d\u0925 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940": 8,
-    "\u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0924\u0925\u093e \u0905\u092d\u093f\u0932\u0947\u0916 \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093e\u092a\u0928 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940": 9,
-    "\u0936\u093e\u0928\u094d\u0924\u093f \u0938\u0941\u0930\u0915\u094d\u0937\u093e": 10,
-    "\u0938\u0942\u091a\u0928\u093e \u0924\u0925\u093e \u0938\u0902\u091a\u093e\u0930": 11,
-    "\u0938\u094b\u0927\u092a\u0941\u091b, \u0938\u0941\u091d\u093e\u0935, \u092a\u094d\u0930\u0936\u0902\u0938\u093e \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940": 12,
-    "\u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f\u0938\u0901\u0917 \u0938\u092e\u094d\u092c\u0928\u094d\u0927\u0940": 13
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_10": 10,
+    "LABEL_11": 11,
+    "LABEL_12": 12,
+    "LABEL_13": 13,
+    "LABEL_2": 2,
+    "LABEL_3": 3,
+    "LABEL_4": 4,
+    "LABEL_5": 5,
+    "LABEL_6": 6,
+    "LABEL_7": 7,
+    "LABEL_8": 8,
+    "LABEL_9": 9
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
@@ -50,9 +50,10 @@
   "num_hidden_layers": 6,
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
   "torch_dtype": "float32",
   "transformers_version": "4.38.2",
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 50000
-}
+}

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:10ac3503a5c69ce108e2a521fd7f8855a14399c6af01e2bc014467753ded2cfb
-size 327674816
+oid sha256:05ca3e3d07b8358bbaba3478503163aa83bc462ddebf440ca1d746dbcce14925
+size 327711728