DRAGOO
/

bert_210

+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+  "0" : "Cost effective" ,
+"1" : "Very responsive" ,
+"2" : "Efficient and reliable staff" ,
+"3" : "Very high standards" ,
+"4" : "Honest and transparent" ,
+"5" : "Pleasant and professional" ,
+"6" : "Reliable and professional service" ,
+"7" : "Knowledgeable and professional staff" ,
+"8" : "Very knowledgeable and efficient" ,
+"9" : "Hassle-free experience" ,
+"10" : "Friendly and knowledgeable staff" ,
+"11" : "Very helpful and professional staff" ,
+"12" : "Clear explanations" ,
+"13" : "Great experience overall" ,
+"14" : "Knowledgeable and professional service" ,
+"15" : "Knowledgeable and reliable staff" ,
+"16" : "Very friendly staff" ,
+"17" : "Friendly and reliable staff" ,
+"18" : "Efficient and courteous service" ,
+"19" : "Highly recommended" ,
+"20" : "Prompt response time" ,
+"21" : "Very professional and helpful" ,
+"22" : "Very efficient" ,
+"23" : "Always does a great job" ,
+"24" : "Knowledgeable and friendly staff" ,
+"25" : "Great value for money" ,
+"26" : "Courteous technicians" ,
+"27" : "Courteous and efficient service" ,
+"28" : "Efficient and friendly service" ,
+"29" : "Great service and communication" ,
+"30" : "Very patient and understanding" ,
+"31" : "Knowledgeable and courteous" ,
+"32" : "Reliable and courteous service" ,
+"33" : "Professional and reliable service" ,
+"34" : "Responsive and attentive" ,
+"35" : "Very good value for money" ,
+"36" : "Great customer service and communication" ,
+"37" : "Reliable and knowledgeable staff" ,
+"38" : "Professional and timely" ,
+"39" : "Very attentive service" ,
+"40" : "Great technical knowledge" ,
+"41" : "Friendly and reliable service" ,
+"42" : "Quick and reliable" ,
+"43" : "Very professional and helpful service" ,
+"44" : "Efficient and knowledgeable service" ,
+"45" : "Quick and knowledgeable staff" ,
+"46" : "Very knowledgeable and professional" ,
+"47" : "High level of expertise" ,
+"48" : "Friendly and attentive staff" ,
+"49" : "Very professional and helpful staff" ,
+"50" : "Fixed the issue perfectly" ,
+"51" : "Knowledgeable and professional" ,
+"52" : "Friendly and attentive" ,
+"53" : "Felt valued as a customer" ,
+"54" : "Quick to respond" ,
+"55" : "Professional and courteous" ,
+"56" : "Explained everything clearly" ,
+"57" : "Quick and efficient problem solving" ,
+"58" : "Reliable and efficient staff" ,
+"59" : "Very knowledgeable staff" ,
+"60" : "Very professional and reliable" ,
+"61" : "Efficient and friendly staff" ,
+"62" : "Efficient and professional service" ,
+"63" : "Courteous and knowledgeable staff" ,
+"64" : "Excellent communication" ,
+"65" : "Great communication skills" ,
+"66" : "Courteous and knowledgeable service" ,
+"67" : "Efficient service with a smile" ,
+"68" : "Quick and knowledgeable" ,
+"69" : "Reliable and professional staff" ,
+"70" : "Very reasonable prices" ,
+"71" : "Listened to my concerns" ,
+"72" : "Excellent craftsmanship" ,
+"73" : "Great customer support and service" ,
+"74" : "Very professional and thorough" ,
+"75" : "Highly skilled technicians" ,
+"76" : "Skilled and experienced" ,
+"77" : "Efficient and professional staff" ,
+"78" : "Efficient and reliable service" ,
+"79" : "Professional and friendly" ,
+"80" : "Knowledgeable and reliable service" ,
+"81" : "Excellent communication and service" ,
+"82" : "Fair pricing" ,
+"83" : "Great service from start to finish" ,
+"84" : "Quick and effective solutions" ,
+"85" : "Very fair pricing" ,
+"86" : "High standard of work" ,
+"87" : "Friendly and efficient" ,
+"88" : "Polite and knowledgeable" ,
+"89" : "Reliable and efficient" ,
+"90" : "Reliable and trustworthy" ,
+"91" : "Quick and efficient staff" ,
+"92" : "High quality workmanship" ,
+"93" : "Great attention to customer needs" ,
+"94" : "Exceeded expectations" ,
+"95" : "Courteous and polite" ,
+"96" : "Courteous and professional service" ,
+"97" : "Friendly and knowledgeable service" ,
+"98" : "Great quality of work" ,
+"99" : "Excellent customer service skills" ,
+"100" : "Efficient and professional" ,
+"101" : "Great communication and service" ,
+"102" : "Great customer support" ,
+"103" : "Friendly and courteous" ,
+"104" : "Great customer interaction" ,
+"105" : "Very helpful and friendly staff" ,
+"106" : "Reliable and professional" ,
+"107" : "Very professional and efficient staff" ,
+"108" : "Prompt and efficient service" ,
+"109" : "Considerate service knowledgeable technicians" ,
+"110" : "Very accommodating" ,
+"111" : "Quick and efficient service" ,
+"112" : "Excellent service overall" ,
+"113" : "Efficient and organized" ,
+"114" : "Friendly and professional service" ,
+"115" : "Skilled technicians" ,
+"116" : "Helpful and friendly" ,
+"117" : "Courteous and helpful staff" ,
+"118" : "Outstanding customer service" ,
+"119" : "Knowledgeable and friendly service" ,
+"120" : "Solved the problem quickly" ,
+"121" : "Knowledgeable and attentive staff" ,
+"122" : "Very thorough" ,
+"123" : "Courteous and efficient staff" ,
+"124" : "Prompt and professional service" ,
+"125" : "Very accommodating staff" ,
+"126" : "Very satisfied customer" ,
+"127" : "Very helpful and professional" ,
+"128" : "Excellent problem solving" ,
+"129" : "Great attention to detail" ,
+"130" : "Solved the problem efficiently" ,
+"131" : "Quick and professional" ,
+"132" : "Reliable and courteous staff" ,
+"133" : "Friendly and efficient staff" ,
+"134" : "Courteous and professional staff" ,
+"135" : "Very reliable and professional" ,
+"136" : "Polite and efficient" ,
+"137" : "Very professional and reliable staff" ,
+"138" : "Helpful and professional service" ,
+"139" : "Excellent follow-up" ,
+"140" : "Fixed the issue promptly" ,
+"141" : "Resolved the issue quickly" ,
+"142" : "Very satisfied with the service" ,
+"143" : "Impressed with the service" ,
+"144" : "Knowledgeable and reliable" ,
+"145" : "Quick and courteous service" ,
+"146" : "Friendly and knowledgeable" ,
+"147" : "Very helpful advice" ,
+"148" : "Professional and courteous staff" ,
+"149" : "Reliable and knowledgeable service" ,
+"150" : "Courteous and reliable staff" ,
+"151" : "Very professional and reliable service" ,
+"152" : "Easy to work with" ,
+"153" : "Polite and friendly" ,
+"154" : "Helpful and courteous staff" ,
+"155" : "Very professional and friendly service" ,
+"156" : "Very professional service" ,
+"157" : "Very attentive and helpful" ,
+"158" : "Always does a thorough job" ,
+"159" : "Professional and knowledgeable technicians" ,
+"160" : "Would use again" ,
+"161" : "Excellent work ethic" ,
+"162" : "Went above and beyond" ,
+"163" : "Friendly and helpful service" ,
+"164" : "Efficient and courteous staff" ,
+"165" : "Very professional and courteous" ,
+"166" : "Clean and tidy work" ,
+"167" : "Professional demeanor" ,
+"168" : "Knowledgeable and efficient" ,
+"169" : "Excellent results" ,
+"170" : "Thoroughly satisfied" ,
+"171" : "Quick and friendly service" ,
+"172" : "Professional and knowledgeable staff" ,
+"173" : "Made me feel comfortable" ,
+"174" : "Knowledgeable and courteous service" ,
+"175" : "Quick and reliable service" ,
+"176" : "Courteous and reliable service" ,
+"177" : "Always helpful and friendly" ,
+"178" : "Explained the process clearly" ,
+"179" : "Punctual and on time" ,
+"180" : "Very professional and knowledgeable" ,
+"181" : "Quick and helpful service" ,
+"182" : "Courteous and helpful" ,
+"183" : "Professional and efficient" ,
+"184" : "Efficient and courteous" ,
+"185" : "Very professional and friendly" ,
+"186" : "Reliable and courteous" ,
+"187" : "Reliable and quick" ,
+"188" : "Reliable and helpful" ,
+"189" : "Friendly and helpful staff" ,
+"190" : "Thorough and professional" ,
+"191" : "Great customer service and support" ,
+"192" : "Great problem-solving skills" ,
+"193" : "Efficient and knowledgeable staff" ,
+"194" : "Very polite" ,
+"195" : "Courteous and responsive" ,
+"196" : "Knowledgeable and friendly" ,
+"197" : "Always on time" ,
+"198" : "Very professional and efficient" ,
+"199" : "Very courteous" ,
+"200" : "Great customer care" ,
+"201" : "Quick and courteous" ,
+"202" : "Great job overall" ,
+"203" : "Excellent attention to detail" ,
+"204" : "Very knowledgeable" ,
+"205" : "Quick and helpful staff" ,
+"206" : "Superb service" ,
+"207" : "Knowledgeable and helpful staff" ,
+"208" : "Great job, well done" ,
+"209" : "Fast turnaround time"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+   "Cost effective" : "0" ,
+"Very responsive" : "1" ,
+"Efficient and reliable staff" : "2" ,
+"Very high standards" : "3" ,
+"Honest and transparent" : "4" ,
+"Pleasant and professional" : "5" ,
+"Reliable and professional service" : "6" ,
+"Knowledgeable and professional staff" : "7" ,
+"Very knowledgeable and efficient" : "8" ,
+"Hassle-free experience" : "9" ,
+"Friendly and knowledgeable staff" : "10" ,
+"Very helpful and professional staff" : "11" ,
+"Clear explanations" : "12" ,
+"Great experience overall" : "13" ,
+"Knowledgeable and professional service" : "14" ,
+"Knowledgeable and reliable staff" : "15" ,
+"Very friendly staff" : "16" ,
+"Friendly and reliable staff" : "17" ,
+"Efficient and courteous service" : "18" ,
+"Highly recommended" : "19" ,
+"Prompt response time" : "20" ,
+"Very professional and helpful" : "21" ,
+"Very efficient" : "22" ,
+"Always does a great job" : "23" ,
+"Knowledgeable and friendly staff" : "24" ,
+"Great value for money" : "25" ,
+"Courteous technicians" : "26" ,
+"Courteous and efficient service" : "27" ,
+"Efficient and friendly service" : "28" ,
+"Great service and communication" : "29" ,
+"Very patient and understanding" : "30" ,
+"Knowledgeable and courteous" : "31" ,
+"Reliable and courteous service" : "32" ,
+"Professional and reliable service" : "33" ,
+"Responsive and attentive" : "34" ,
+"Very good value for money" : "35" ,
+"Great customer service and communication" : "36" ,
+"Reliable and knowledgeable staff" : "37" ,
+"Professional and timely" : "38" ,
+"Very attentive service" : "39" ,
+"Great technical knowledge" : "40" ,
+"Friendly and reliable service" : "41" ,
+"Quick and reliable" : "42" ,
+"Very professional and helpful service" : "43" ,
+"Efficient and knowledgeable service" : "44" ,
+"Quick and knowledgeable staff" : "45" ,
+"Very knowledgeable and professional" : "46" ,
+"High level of expertise" : "47" ,
+"Friendly and attentive staff" : "48" ,
+"Very professional and helpful staff" : "49" ,
+"Fixed the issue perfectly" : "50" ,
+"Knowledgeable and professional" : "51" ,
+"Friendly and attentive" : "52" ,
+"Felt valued as a customer" : "53" ,
+"Quick to respond" : "54" ,
+"Professional and courteous" : "55" ,
+"Explained everything clearly" : "56" ,
+"Quick and efficient problem solving" : "57" ,
+"Reliable and efficient staff" : "58" ,
+"Very knowledgeable staff" : "59" ,
+"Very professional and reliable" : "60" ,
+"Efficient and friendly staff" : "61" ,
+"Efficient and professional service" : "62" ,
+"Courteous and knowledgeable staff" : "63" ,
+"Excellent communication" : "64" ,
+"Great communication skills" : "65" ,
+"Courteous and knowledgeable service" : "66" ,
+"Efficient service with a smile" : "67" ,
+"Quick and knowledgeable" : "68" ,
+"Reliable and professional staff" : "69" ,
+"Very reasonable prices" : "70" ,
+"Listened to my concerns" : "71" ,
+"Excellent craftsmanship" : "72" ,
+"Great customer support and service" : "73" ,
+"Very professional and thorough" : "74" ,
+"Highly skilled technicians" : "75" ,
+"Skilled and experienced" : "76" ,
+"Efficient and professional staff" : "77" ,
+"Efficient and reliable service" : "78" ,
+"Professional and friendly" : "79" ,
+"Knowledgeable and reliable service" : "80" ,
+"Excellent communication and service" : "81" ,
+"Fair pricing" : "82" ,
+"Great service from start to finish" : "83" ,
+"Quick and effective solutions" : "84" ,
+"Very fair pricing" : "85" ,
+"High standard of work" : "86" ,
+"Friendly and efficient" : "87" ,
+"Polite and knowledgeable" : "88" ,
+"Reliable and efficient" : "89" ,
+"Reliable and trustworthy" : "90" ,
+"Quick and efficient staff" : "91" ,
+"High quality workmanship" : "92" ,
+"Great attention to customer needs" : "93" ,
+"Exceeded expectations" : "94" ,
+"Courteous and polite" : "95" ,
+"Courteous and professional service" : "96" ,
+"Friendly and knowledgeable service" : "97" ,
+"Great quality of work" : "98" ,
+"Excellent customer service skills" : "99" ,
+"Efficient and professional" : "100" ,
+"Great communication and service" : "101" ,
+"Great customer support" : "102" ,
+"Friendly and courteous" : "103" ,
+"Great customer interaction" : "104" ,
+"Very helpful and friendly staff" : "105" ,
+"Reliable and professional" : "106" ,
+"Very professional and efficient staff" : "107" ,
+"Prompt and efficient service" : "108" ,
+"Considerate service knowledgeable technicians" : "109" ,
+"Very accommodating" : "110" ,
+"Quick and efficient service" : "111" ,
+"Excellent service overall" : "112" ,
+"Efficient and organized" : "113" ,
+"Friendly and professional service" : "114" ,
+"Skilled technicians" : "115" ,
+"Helpful and friendly" : "116" ,
+"Courteous and helpful staff" : "117" ,
+"Outstanding customer service" : "118" ,
+"Knowledgeable and friendly service" : "119" ,
+"Solved the problem quickly" : "120" ,
+"Knowledgeable and attentive staff" : "121" ,
+"Very thorough" : "122" ,
+"Courteous and efficient staff" : "123" ,
+"Prompt and professional service" : "124" ,
+"Very accommodating staff" : "125" ,
+"Very satisfied customer" : "126" ,
+"Very helpful and professional" : "127" ,
+"Excellent problem solving" : "128" ,
+"Great attention to detail" : "129" ,
+"Solved the problem efficiently" : "130" ,
+"Quick and professional" : "131" ,
+"Reliable and courteous staff" : "132" ,
+"Friendly and efficient staff" : "133" ,
+"Courteous and professional staff" : "134" ,
+"Very reliable and professional" : "135" ,
+"Polite and efficient" : "136" ,
+"Very professional and reliable staff" : "137" ,
+"Helpful and professional service" : "138" ,
+"Excellent follow-up" : "139" ,
+"Fixed the issue promptly" : "140" ,
+"Resolved the issue quickly" : "141" ,
+"Very satisfied with the service" : "142" ,
+"Impressed with the service" : "143" ,
+"Knowledgeable and reliable" : "144" ,
+"Quick and courteous service" : "145" ,
+"Friendly and knowledgeable" : "146" ,
+"Very helpful advice" : "147" ,
+"Professional and courteous staff" : "148" ,
+"Reliable and knowledgeable service" : "149" ,
+"Courteous and reliable staff" : "150" ,
+"Very professional and reliable service" : "151" ,
+"Easy to work with" : "152" ,
+"Polite and friendly" : "153" ,
+"Helpful and courteous staff" : "154" ,
+"Very professional and friendly service" : "155" ,
+"Very professional service" : "156" ,
+"Very attentive and helpful" : "157" ,
+"Always does a thorough job" : "158" ,
+"Professional and knowledgeable technicians" : "159" ,
+"Would use again" : "160" ,
+"Excellent work ethic" : "161" ,
+"Went above and beyond" : "162" ,
+"Friendly and helpful service" : "163" ,
+"Efficient and courteous staff" : "164" ,
+"Very professional and courteous" : "165" ,
+"Clean and tidy work" : "166" ,
+"Professional demeanor" : "167" ,
+"Knowledgeable and efficient" : "168" ,
+"Excellent results" : "169" ,
+"Thoroughly satisfied" : "170" ,
+"Quick and friendly service" : "171" ,
+"Professional and knowledgeable staff" : "172" ,
+"Made me feel comfortable" : "173" ,
+"Knowledgeable and courteous service" : "174" ,
+"Quick and reliable service" : "175" ,
+"Courteous and reliable service" : "176" ,
+"Always helpful and friendly" : "177" ,
+"Explained the process clearly" : "178" ,
+"Punctual and on time" : "179" ,
+"Very professional and knowledgeable" : "180" ,
+"Quick and helpful service" : "181" ,
+"Courteous and helpful" : "182" ,
+"Professional and efficient" : "183" ,
+"Efficient and courteous" : "184" ,
+"Very professional and friendly" : "185" ,
+"Reliable and courteous" : "186" ,
+"Reliable and quick" : "187" ,
+"Reliable and helpful" : "188" ,
+"Friendly and helpful staff" : "189" ,
+"Thorough and professional" : "190" ,
+"Great customer service and support" : "191" ,
+"Great problem-solving skills" : "192" ,
+"Efficient and knowledgeable staff" : "193" ,
+"Very polite" : "194" ,
+"Courteous and responsive" : "195" ,
+"Knowledgeable and friendly" : "196" ,
+"Always on time" : "197" ,
+"Very professional and efficient" : "198" ,
+"Very courteous" : "199" ,
+"Great customer care" : "200" ,
+"Quick and courteous" : "201" ,
+"Great job overall" : "202" ,
+"Excellent attention to detail" : "203" ,
+"Very knowledgeable" : "204" ,
+"Quick and helpful staff" : "205" ,
+"Superb service" : "206" ,
+"Knowledgeable and helpful staff" : "207" ,
+"Great job, well done" : "208" ,
+"Fast turnaround time" : "209"
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "problem_type": "single_label_classification",
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.40.0",
+  "vocab_size": 30522
+}