File size: 23,035 Bytes
31378f7 d1b7160 31378f7 d1b7160 31378f7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 |
{
"_name_or_path": "bert-base-cased",
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "Effective and economical",
"1": "Explained the process clearly",
"2": "Efficient staff",
"3": "Outstanding efforts",
"4": "Cordial service",
"5": "Dependable and effective",
"6": "Efficient and courteous staff",
"7": "Great job, well done",
"8": "Skilled and knowledgeable",
"9": "Effective and professional",
"10": "Productive work",
"11": "Very responsive",
"12": "Dependable solutions",
"13": "Expert and dependable",
"14": "Polite and skilled",
"15": "Professional and friendly",
"16": "Professional and effective",
"17": "Quick and friendly service",
"18": "Always does a great job",
"19": "Quick and reliable service",
"20": "Outstanding customer service",
"21": "Knowledgeable and friendly service",
"22": "Listened to my concerns",
"23": "Very professional and knowledgeable",
"24": "Friendly and knowledgeable",
"25": "Reliable and helpful",
"26": "Excellent craftsmanship",
"27": "Seamless process",
"28": "Efficient and knowledgeable",
"29": "Knowledgeable and courteous",
"30": "Dependable and professional",
"31": "Attentive support",
"32": "Very helpful and professional",
"33": "Swift solutions",
"34": "Swift technicians",
"35": "Courteous and helpful",
"36": "Very professional and reliable service",
"37": "Always does a thorough job",
"38": "Fast turnaround time",
"39": "Economical choices",
"40": "Professional assistance",
"41": "Efficient and courteous",
"42": "Supportive interactions",
"43": "Very friendly staff",
"44": "Friendly and knowledgeable staff",
"45": "Honest and transparent",
"46": "Quick and knowledgeable staff",
"47": "Efficient and clear",
"48": "Great quality of work",
"49": "Customer-oriented service",
"50": "Responsive and effective",
"51": "Very satisfied with the service",
"52": "Professional and knowledgeable staff",
"53": "Prompt and efficient service",
"54": "Considerate service knowledgeable technicians",
"55": "Fair pricing",
"56": "Quick and effective",
"57": "Skilled and expert",
"58": "Very fair pricing",
"59": "Skilled professionals",
"60": "Reliable and efficient staff",
"61": "Excellent customer service skills",
"62": "Knowledgeable interactions",
"63": "Prompt and effective",
"64": "Efficient performance",
"65": "Helpful and skilled",
"66": "Felt valued as a customer",
"67": "Friendly and helpful service",
"68": "Helpful and knowledgeable",
"69": "Quick and courteous",
"70": "Very courteous",
"71": "Expert and swift",
"72": "Skilled and efficient",
"73": "Professional interactions",
"74": "Quick and helpful service",
"75": "Very knowledgeable and professional",
"76": "Reliable and prompt",
"77": "Solved the problem quickly",
"78": "Very polite",
"79": "Very knowledgeable staff",
"80": "Competent professionals",
"81": "Efficient service with a smile",
"82": "Professional and prompt",
"83": "Reliable and efficient",
"84": "Knowledgeable and friendly",
"85": "Hassle-free experience",
"86": "Would use again",
"87": "Always on time",
"88": "Affordable and reliable",
"89": "Knowledgeable and skilled",
"90": "Efficient and organized",
"91": "Very thorough",
"92": "Friendly and reliable",
"93": "Swift and knowledgeable",
"94": "Very high standards",
"95": "Efficient and dependable",
"96": "Prompt and knowledgeable",
"97": "Very professional and courteous",
"98": "Dependable and quick",
"99": "Knowledgeable and professional service",
"100": "Supportive environment",
"101": "Excellent communication",
"102": "Fixed the issue promptly",
"103": "Professional and skilled",
"104": "Effective and swift",
"105": "Competent service",
"106": "Knowledgeable and prompt",
"107": "Exceeded expectations",
"108": "Courteous and skilled",
"109": "Very professional and friendly",
"110": "Polite and prompt",
"111": "Friendly and helpful staff",
"112": "Easy to work with",
"113": "Professional and knowledgeable",
"114": "Resolved the issue quickly",
"115": "Skilled team",
"116": "Helpful team",
"117": "Excellent problem solving",
"118": "Friendly and courteous",
"119": "Effective support",
"120": "Knowledgeable and reliable staff",
"121": "Pleasant and professional",
"122": "Very reliable and professional",
"123": "Reliable expertise",
"124": "Helpful assistance",
"125": "High quality workmanship",
"126": "Great value for money",
"127": "Knowledgeable and supportive",
"128": "Reliable and effective service",
"129": "Very accommodating staff",
"130": "Knowledgeable and quick",
"131": "Skilled and professional",
"132": "Courteous and responsive",
"133": "Thorough and professional",
"134": "Expert and prompt",
"135": "Affordable and reliable service",
"136": "Professionalism guaranteed",
"137": "Dependable technicians",
"138": "Swift service",
"139": "Very professional and reliable staff",
"140": "Customer-focused approach",
"141": "Helpful and professional service",
"142": "Knowledgeable experts",
"143": "Innovative solutions",
"144": "Dependable support",
"145": "Reliable and knowledgeable",
"146": "Excellent attention to detail",
"147": "Supportive technicians",
"148": "Friendly and efficient staff",
"149": "Courteous and knowledgeable staff",
"150": "Very knowledgeable and efficient",
"151": "Very professional and efficient",
"152": "Quick and reliable",
"153": "Knowledgeable team",
"154": "Reliable and knowledgeable service",
"155": "Solved the problem efficiently",
"156": "Professional and reliable",
"157": "Dependable and efficient",
"158": "Great experience overall",
"159": "Top-tier workmanship",
"160": "Superior outcomes",
"161": "Very professional and helpful staff",
"162": "Speedy and efficient",
"163": "Dependable professionals",
"164": "Efficient and friendly staff",
"165": "Efficient and supportive",
"166": "Productive service",
"167": "Accurate and quick",
"168": "Excellent follow-up",
"169": "Efficient and knowledgeable staff",
"170": "Friendly and effective",
"171": "Respectful interactions",
"172": "Polite and helpful",
"173": "Efficient and reliable",
"174": "Polite and friendly",
"175": "Knowledgeable and efficient",
"176": "Competent and efficient team",
"177": "Very professional and friendly service",
"178": "Professional and knowledgeable technicians",
"179": "Friendly and skilled",
"180": "Helpful professionals",
"181": "Knowledgeable and friendly staff",
"182": "Courteous and professional staff",
"183": "Efficient and reliable staff",
"184": "Courteous and polite",
"185": "Friendly efficiency",
"186": "Prompt and professional service",
"187": "Excellent service overall",
"188": "Helpful and polite",
"189": "Skilled experts",
"190": "Efficient and professional staff",
"191": "Swift and reliable",
"192": "Helpful and prompt",
"193": "Prompt responses",
"194": "Dependable and courteous",
"195": "Efficient and reliable service",
"196": "Reliable and knowledgeable staff",
"197": "Reliable and courteous",
"198": "Knowledgeable advisors",
"199": "Professional and reliable service",
"200": "Skilled support",
"201": "Great communication and service",
"202": "Cost effective",
"203": "Professional and courteous",
"204": "Friendly and efficient",
"205": "Cordial and efficient",
"206": "Friendly and attentive",
"207": "Efficient solutions",
"208": "Excellent communication and service",
"209": "Knowledgeable and attentive staff",
"210": "Expert and reliable",
"211": "Reliable technicians",
"212": "Always helpful and friendly",
"213": "Reliable and effective",
"214": "High standard of work",
"215": "Clear explanations",
"216": "Skilled technicians",
"217": "Very professional and thorough",
"218": "Professional and timely",
"219": "Communicative and clear",
"220": "Very helpful and friendly staff",
"221": "Courteous and efficient staff",
"222": "Very attentive service",
"223": "Insightful assistance",
"224": "Quick and dependable",
"225": "Prompt assistance",
"226": "Helpful and swift",
"227": "Polite and approachable",
"228": "Swift and helpful",
"229": "Professionalism throughout",
"230": "Great service and communication",
"231": "Reliable and courteous service",
"232": "Helpful and efficient",
"233": "Courteous service",
"234": "Budget-friendly pricing",
"235": "Punctual service",
"236": "Professional and efficient",
"237": "Friendly technicians",
"238": "Clear and effective communication",
"239": "Remarkable craftsmanship",
"240": "Efficient technicians",
"241": "Politeness at its best",
"242": "Responsive service",
"243": "Efficient team",
"244": "Knowledgeable and reliable service",
"245": "Exceptional delivery",
"246": "Knowledgeable staff",
"247": "Overall excellence",
"248": "Attention to detail",
"249": "Quick and knowledgeable",
"250": "Made me feel comfortable",
"251": "Reliable and trustworthy",
"252": "Reliable interactions",
"253": "Reliable and professional service",
"254": "Affordable and prompt",
"255": "Dependable and trustworthy",
"256": "Great service from start to finish",
"257": "Knowledgeable and professional staff",
"258": "Reliable professionals",
"259": "Swift assistance",
"260": "Reliable and skilled",
"261": "Skilled and effective",
"262": "Trustworthy professionals",
"263": "Effective interventions",
"264": "Prompt response",
"265": "Friendly and attentive staff",
"266": "Very attentive and helpful",
"267": "Reliable and courteous staff",
"268": "Expert and professional",
"269": "Polite and skilled team",
"270": "Polite and knowledgeable",
"271": "Helpful and courteous staff",
"272": "Premium service",
"273": "Skilled staff",
"274": "Customer-focused",
"275": "Knowledgeable and reliable",
"276": "Helpful and professional",
"277": "Polite and efficient",
"278": "Skilled and prompt",
"279": "Great customer interaction",
"280": "Prompt service",
"281": "Very helpful advice",
"282": "Prompt and courteous",
"283": "Great attention to customer needs",
"284": "Polite and respectful",
"285": "Very patient and understanding",
"286": "Timely solutions",
"287": "Friendly and knowledgeable service",
"288": "Efficient and courteous service",
"289": "Went above and beyond",
"290": "Very accommodating",
"291": "Great attention to detail",
"292": "Courteous and knowledgeable service",
"293": "Quick and courteous service",
"294": "Prompt professionals",
"295": "Quick and efficient",
"296": "Remarkable outcomes",
"297": "Knowledgeable and professional",
"298": "Skilled and experienced",
"299": "Cordial staff"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Accurate and quick": 167,
"Affordable and prompt": 254,
"Affordable and reliable": 88,
"Affordable and reliable service": 135,
"Always does a great job": 18,
"Always does a thorough job": 37,
"Always helpful and friendly": 212,
"Always on time": 87,
"Attention to detail": 248,
"Attentive support": 31,
"Budget-friendly pricing": 234,
"Clear and effective communication": 238,
"Clear explanations": 215,
"Communicative and clear": 219,
"Competent and efficient team": 176,
"Competent professionals": 80,
"Competent service": 105,
"Considerate service knowledgeable technicians": 54,
"Cordial and efficient": 205,
"Cordial service": 4,
"Cordial staff": 299,
"Cost effective": 202,
"Courteous and efficient staff": 221,
"Courteous and helpful": 35,
"Courteous and knowledgeable service": 292,
"Courteous and knowledgeable staff": 149,
"Courteous and polite": 184,
"Courteous and professional staff": 182,
"Courteous and responsive": 132,
"Courteous and skilled": 108,
"Courteous service": 233,
"Customer-focused": 274,
"Customer-focused approach": 140,
"Customer-oriented service": 49,
"Dependable and courteous": 194,
"Dependable and effective": 5,
"Dependable and efficient": 157,
"Dependable and professional": 30,
"Dependable and quick": 98,
"Dependable and trustworthy": 255,
"Dependable professionals": 163,
"Dependable solutions": 12,
"Dependable support": 144,
"Dependable technicians": 137,
"Easy to work with": 112,
"Economical choices": 39,
"Effective and economical": 0,
"Effective and professional": 9,
"Effective and swift": 104,
"Effective interventions": 263,
"Effective support": 119,
"Efficient and clear": 47,
"Efficient and courteous": 41,
"Efficient and courteous service": 288,
"Efficient and courteous staff": 6,
"Efficient and dependable": 95,
"Efficient and friendly staff": 164,
"Efficient and knowledgeable": 28,
"Efficient and knowledgeable staff": 169,
"Efficient and organized": 90,
"Efficient and professional staff": 190,
"Efficient and reliable": 173,
"Efficient and reliable service": 195,
"Efficient and reliable staff": 183,
"Efficient and supportive": 165,
"Efficient performance": 64,
"Efficient service with a smile": 81,
"Efficient solutions": 207,
"Efficient staff": 2,
"Efficient team": 243,
"Efficient technicians": 240,
"Exceeded expectations": 107,
"Excellent attention to detail": 146,
"Excellent communication": 101,
"Excellent communication and service": 208,
"Excellent craftsmanship": 26,
"Excellent customer service skills": 61,
"Excellent follow-up": 168,
"Excellent problem solving": 117,
"Excellent service overall": 187,
"Exceptional delivery": 245,
"Expert and dependable": 13,
"Expert and professional": 268,
"Expert and prompt": 134,
"Expert and reliable": 210,
"Expert and swift": 71,
"Explained the process clearly": 1,
"Fair pricing": 55,
"Fast turnaround time": 38,
"Felt valued as a customer": 66,
"Fixed the issue promptly": 102,
"Friendly and attentive": 206,
"Friendly and attentive staff": 265,
"Friendly and courteous": 118,
"Friendly and effective": 170,
"Friendly and efficient": 204,
"Friendly and efficient staff": 148,
"Friendly and helpful service": 67,
"Friendly and helpful staff": 111,
"Friendly and knowledgeable": 24,
"Friendly and knowledgeable service": 287,
"Friendly and knowledgeable staff": 44,
"Friendly and reliable": 92,
"Friendly and skilled": 179,
"Friendly efficiency": 185,
"Friendly technicians": 237,
"Great attention to customer needs": 283,
"Great attention to detail": 291,
"Great communication and service": 201,
"Great customer interaction": 279,
"Great experience overall": 158,
"Great job, well done": 7,
"Great quality of work": 48,
"Great service and communication": 230,
"Great service from start to finish": 256,
"Great value for money": 126,
"Hassle-free experience": 85,
"Helpful and courteous staff": 271,
"Helpful and efficient": 232,
"Helpful and knowledgeable": 68,
"Helpful and polite": 188,
"Helpful and professional": 276,
"Helpful and professional service": 141,
"Helpful and prompt": 192,
"Helpful and skilled": 65,
"Helpful and swift": 226,
"Helpful assistance": 124,
"Helpful professionals": 180,
"Helpful team": 116,
"High quality workmanship": 125,
"High standard of work": 214,
"Honest and transparent": 45,
"Innovative solutions": 143,
"Insightful assistance": 223,
"Knowledgeable advisors": 198,
"Knowledgeable and attentive staff": 209,
"Knowledgeable and courteous": 29,
"Knowledgeable and efficient": 175,
"Knowledgeable and friendly": 84,
"Knowledgeable and friendly service": 21,
"Knowledgeable and friendly staff": 181,
"Knowledgeable and professional": 297,
"Knowledgeable and professional service": 99,
"Knowledgeable and professional staff": 257,
"Knowledgeable and prompt": 106,
"Knowledgeable and quick": 130,
"Knowledgeable and reliable": 275,
"Knowledgeable and reliable service": 244,
"Knowledgeable and reliable staff": 120,
"Knowledgeable and skilled": 89,
"Knowledgeable and supportive": 127,
"Knowledgeable experts": 142,
"Knowledgeable interactions": 62,
"Knowledgeable staff": 246,
"Knowledgeable team": 153,
"Listened to my concerns": 22,
"Made me feel comfortable": 250,
"Outstanding customer service": 20,
"Outstanding efforts": 3,
"Overall excellence": 247,
"Pleasant and professional": 121,
"Polite and approachable": 227,
"Polite and efficient": 277,
"Polite and friendly": 174,
"Polite and helpful": 172,
"Polite and knowledgeable": 270,
"Polite and prompt": 110,
"Polite and respectful": 284,
"Polite and skilled": 14,
"Polite and skilled team": 269,
"Politeness at its best": 241,
"Premium service": 272,
"Productive service": 166,
"Productive work": 10,
"Professional and courteous": 203,
"Professional and effective": 16,
"Professional and efficient": 236,
"Professional and friendly": 15,
"Professional and knowledgeable": 113,
"Professional and knowledgeable staff": 52,
"Professional and knowledgeable technicians": 178,
"Professional and prompt": 82,
"Professional and reliable": 156,
"Professional and reliable service": 199,
"Professional and skilled": 103,
"Professional and timely": 218,
"Professional assistance": 40,
"Professional interactions": 73,
"Professionalism guaranteed": 136,
"Professionalism throughout": 229,
"Prompt and courteous": 282,
"Prompt and effective": 63,
"Prompt and efficient service": 53,
"Prompt and knowledgeable": 96,
"Prompt and professional service": 186,
"Prompt assistance": 225,
"Prompt professionals": 294,
"Prompt response": 264,
"Prompt responses": 193,
"Prompt service": 280,
"Punctual service": 235,
"Quick and courteous": 69,
"Quick and courteous service": 293,
"Quick and dependable": 224,
"Quick and effective": 56,
"Quick and efficient": 295,
"Quick and friendly service": 17,
"Quick and helpful service": 74,
"Quick and knowledgeable": 249,
"Quick and knowledgeable staff": 46,
"Quick and reliable": 152,
"Quick and reliable service": 19,
"Reliable and courteous": 197,
"Reliable and courteous service": 231,
"Reliable and courteous staff": 267,
"Reliable and effective": 213,
"Reliable and effective service": 128,
"Reliable and efficient": 83,
"Reliable and efficient staff": 60,
"Reliable and helpful": 25,
"Reliable and knowledgeable": 145,
"Reliable and knowledgeable service": 154,
"Reliable and knowledgeable staff": 196,
"Reliable and professional service": 253,
"Reliable and prompt": 76,
"Reliable and skilled": 260,
"Reliable and trustworthy": 251,
"Reliable expertise": 123,
"Reliable interactions": 252,
"Reliable professionals": 258,
"Reliable technicians": 211,
"Remarkable craftsmanship": 239,
"Remarkable outcomes": 296,
"Resolved the issue quickly": 114,
"Respectful interactions": 171,
"Responsive and effective": 50,
"Responsive service": 242,
"Seamless process": 27,
"Skilled and effective": 261,
"Skilled and efficient": 72,
"Skilled and experienced": 298,
"Skilled and expert": 57,
"Skilled and knowledgeable": 8,
"Skilled and professional": 131,
"Skilled and prompt": 278,
"Skilled experts": 189,
"Skilled professionals": 59,
"Skilled staff": 273,
"Skilled support": 200,
"Skilled team": 115,
"Skilled technicians": 216,
"Solved the problem efficiently": 155,
"Solved the problem quickly": 77,
"Speedy and efficient": 162,
"Superior outcomes": 160,
"Supportive environment": 100,
"Supportive interactions": 42,
"Supportive technicians": 147,
"Swift and helpful": 228,
"Swift and knowledgeable": 93,
"Swift and reliable": 191,
"Swift assistance": 259,
"Swift service": 138,
"Swift solutions": 33,
"Swift technicians": 34,
"Thorough and professional": 133,
"Timely solutions": 286,
"Top-tier workmanship": 159,
"Trustworthy professionals": 262,
"Very accommodating": 290,
"Very accommodating staff": 129,
"Very attentive and helpful": 266,
"Very attentive service": 222,
"Very courteous": 70,
"Very fair pricing": 58,
"Very friendly staff": 43,
"Very helpful advice": 281,
"Very helpful and friendly staff": 220,
"Very helpful and professional": 32,
"Very high standards": 94,
"Very knowledgeable and efficient": 150,
"Very knowledgeable and professional": 75,
"Very knowledgeable staff": 79,
"Very patient and understanding": 285,
"Very polite": 78,
"Very professional and courteous": 97,
"Very professional and efficient": 151,
"Very professional and friendly": 109,
"Very professional and friendly service": 177,
"Very professional and helpful staff": 161,
"Very professional and knowledgeable": 23,
"Very professional and reliable service": 36,
"Very professional and reliable staff": 139,
"Very professional and thorough": 217,
"Very reliable and professional": 122,
"Very responsive": 11,
"Very satisfied with the service": 51,
"Very thorough": 91,
"Went above and beyond": 289,
"Would use again": 86
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.42.3",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 28996
}
|