Training in progress, step 500

config.json

@@ -1,7 +1,7 @@
 {
   "_name_or_path": "bert-base-cased",
   "architectures": [
-    "BertForMaskedLM"
+    "BertForSequenceClassification"
   ],
   "attention_probs_dropout_prob": 0.1,
   "classifier_dropout": null,
@@ -16,25 +16,25 @@
     "3": "Efficient staff",
     "4": "Outstanding efforts",
     "5": "Cordial service",
-    "6": "effective",
-    "7": "Dependable",
-    "8": "Efficient",
-    "9": "courteous staff",
+    "6": "Dependable",
+    "7": "effective",
+    "8": "courteous staff",
+    "9": "Efficient",
     "10": "Great job, well done",
-    "11": "Skilled",
-    "12": "knowledgeable",
+    "11": "knowledgeable",
+    "12": "Skilled",
     "13": "professional",
     "14": "Productive work",
     "15": "Very responsive",
     "16": "Dependable solutions",
     "17": "Expert",
     "18": "dependable",
-    "19": "Polite",
-    "20": "skilled",
-    "21": "friendly",
-    "22": "Professional",
-    "23": "friendly service",
-    "24": "Quick",
+    "19": "skilled",
+    "20": "Polite",
+    "21": "Professional",
+    "22": "friendly",
+    "23": "Quick",
+    "24": "friendly service",
     "25": "Always does a great job",
     "26": "reliable service",
     "27": "Outstanding customer service",
@@ -94,8 +94,8 @@
     "81": "Hassle-free experience",
     "82": "Would use again",
     "83": "Always on time",
-    "84": "reliable",
-    "85": "Affordable",
+    "84": "Affordable",
+    "85": "reliable",
     "86": "organized",
     "87": "Very thorough",
     "88": "Swift",
@@ -160,8 +160,8 @@
     "147": "Prompt responses",
     "148": "Knowledgeable advisors",
     "149": "Skilled support",
-    "150": "Great communication",
-    "151": "service",
+    "150": "service",
+    "151": "Great communication",
     "152": "Cost effective",
     "153": "Cordial",
     "154": "attentive",
@@ -180,8 +180,8 @@
     "167": "Prompt assistance",
     "168": "approachable",
     "169": "Professionalism throughout",
-    "170": "communication",
-    "171": "Great service",
+    "170": "Great service",
+    "171": "communication",
     "172": "courteous service",
     "173": "Courteous service",
     "174": "Budget-friendly pricing",
@@ -217,8 +217,8 @@
     "204": "Very helpful advice",
     "205": "Great attention to customer needs",
     "206": "respectful",
-    "207": "understanding",
-    "208": "Very patient",
+    "207": "Very patient",
+    "208": "understanding",
     "209": "Timely solutions",
     "210": "beyond",
     "211": "Went above",
@@ -233,7 +233,7 @@
   "intermediate_size": 3072,
   "label2id": {
     "Accurate": 135,
-    "Affordable": 85,
+    "Affordable": 84,
     "Always does a great job": 25,
     "Always does a thorough job": 42,
     "Always helpful": 158,
@@ -257,7 +257,7 @@
     "Customer-focused": 201,
     "Customer-focused approach": 119,
     "Customer-oriented service": 53,
-    "Dependable": 7,
+    "Dependable": 6,
     "Dependable professionals": 132,
     "Dependable solutions": 16,
     "Dependable support": 122,
@@ -267,7 +267,7 @@
     "Effective": 0,
     "Effective interventions": 195,
     "Effective support": 103,
-    "Efficient": 8,
+    "Efficient": 9,
     "Efficient performance": 66,
     "Efficient service with a smile": 80,
     "Efficient solutions": 155,
@@ -294,12 +294,12 @@
     "Friendly technicians": 176,
     "Great attention to customer needs": 205,
     "Great attention to detail": 213,
-    "Great communication": 150,
+    "Great communication": 151,
     "Great customer interaction": 202,
     "Great experience overall": 128,
     "Great job, well done": 10,
     "Great quality of work": 52,
-    "Great service": 171,
+    "Great service": 170,
     "Great service from start to finish": 191,
     "Great value for money": 110,
     "Hassle-free experience": 81,
@@ -324,12 +324,12 @@
     "Outstanding efforts": 4,
     "Overall excellence": 186,
     "Pleasant": 105,
-    "Polite": 19,
+    "Polite": 20,
     "Politeness at its best": 181,
     "Premium service": 199,
     "Productive service": 134,
     "Productive work": 14,
-    "Professional": 22,
+    "Professional": 21,
     "Professional assistance": 45,
     "Professional interactions": 73,
     "Professionalism guaranteed": 116,
@@ -341,7 +341,7 @@
     "Prompt responses": 147,
     "Prompt service": 203,
     "Punctual service": 175,
-    "Quick": 24,
+    "Quick": 23,
     "Reliable": 33,
     "Reliable expertise": 107,
     "Reliable interactions": 190,
@@ -354,7 +354,7 @@
     "Responsive": 54,
     "Responsive service": 182,
     "Seamless process": 35,
-    "Skilled": 11,
+    "Skilled": 12,
     "Skilled experts": 146,
     "Skilled professionals": 62,
     "Skilled staff": 200,
@@ -389,7 +389,7 @@
     "Very high standards": 89,
     "Very knowledgeable": 74,
     "Very knowledgeable staff": 78,
-    "Very patient": 208,
+    "Very patient": 207,
     "Very polite": 77,
     "Very professional": 30,
     "Very reliable": 106,
@@ -403,13 +403,13 @@
     "attentive staff": 156,
     "beyond": 210,
     "clear": 51,
-    "communication": 170,
+    "communication": 171,
     "courteous": 36,
     "courteous service": 172,
-    "courteous staff": 9,
+    "courteous staff": 8,
     "dependable": 18,
     "economical": 1,
-    "effective": 6,
+    "effective": 7,
     "effective communication": 177,
     "effective service": 112,
     "efficient": 72,
@@ -418,13 +418,13 @@
     "efficient team": 139,
     "experienced": 216,
     "expert": 60,
-    "friendly": 21,
-    "friendly service": 23,
+    "friendly": 22,
+    "friendly service": 24,
     "friendly staff": 133,
     "helpful": 32,
     "helpful service": 69,
     "helpful staff": 97,
-    "knowledgeable": 12,
+    "knowledgeable": 11,
     "knowledgeable service": 126,
     "knowledgeable staff": 48,
     "knowledgeable technicians": 140,
@@ -435,13 +435,13 @@
     "professional staff": 142,
     "prompt": 75,
     "quick": 90,
-    "reliable": 84,
+    "reliable": 85,
     "reliable service": 26,
     "reliable staff": 104,
     "respectful": 206,
     "responsive": 114,
-    "service": 151,
-    "skilled": 20,
+    "service": 150,
+    "skilled": 19,
     "skilled team": 198,
     "supportive": 111,
     "swift": 71,
@@ -449,7 +449,7 @@
     "timely": 163,
     "transparent": 50,
     "trustworthy": 189,
-    "understanding": 207
+    "understanding": 208
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
@@ -458,7 +458,9 @@
   "num_hidden_layers": 12,
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
-  "transformers_version": "4.41.2",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.42.3",
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 28996

model.safetensors

@@ -0,0 +1,3 @@
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+size 433935184

training_args.bin

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