|
{ |
|
"_name_or_path": "google-bert/bert-base-multilingual-uncased", |
|
"architectures": [ |
|
"BertForSequenceClassification" |
|
], |
|
"attention_probs_dropout_prob": 0.1, |
|
"classifier_dropout": null, |
|
"directionality": "bidi", |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.1, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "satisfied", |
|
"1": "grateful", |
|
"2": "disappointed", |
|
"3": "communication", |
|
"4": "thrilled", |
|
"5": "worried", |
|
"6": "unsure", |
|
"7": "confusing", |
|
"8": "concerned", |
|
"9": "confused", |
|
"10": "impressed", |
|
"11": "pleased", |
|
"12": "marketing", |
|
"13": "time-consuming", |
|
"14": "expensive", |
|
"15": "simple process", |
|
"16": "hopeful", |
|
"17": "looking\\_to\\_rent", |
|
"18": "bright", |
|
"19": "delivery", |
|
"20": "dissatisfied", |
|
"21": "bored", |
|
"22": "training", |
|
"23": "small", |
|
"24": "delighted", |
|
"25": "excited", |
|
"26": "great", |
|
"27": "considering", |
|
"28": "positive", |
|
"29": "frustrating", |
|
"30": "energy", |
|
"31": "competitive\\_pricing", |
|
"32": "frustrated", |
|
"33": "hesitant", |
|
"34": "cost", |
|
"35": "customer support", |
|
"36": "outdoor", |
|
"37": "loyalty program", |
|
"38": "amazed", |
|
"39": "reliable", |
|
"40": "issues", |
|
"41": "skeptical", |
|
"42": "advanced", |
|
"43": "relieved", |
|
"44": "happy", |
|
"45": "design", |
|
"46": "business", |
|
"47": "disorganized", |
|
"48": "durable", |
|
"49": "reputation", |
|
"50": "availability", |
|
"51": "maintain", |
|
"52": "eco-friendly", |
|
"53": "tech-savvy", |
|
"54": "negative", |
|
"55": "unsatisfied", |
|
"56": "interested", |
|
"57": "variety", |
|
"58": "quick", |
|
"59": "complicated", |
|
"60": "difficult", |
|
"61": "surprised", |
|
"62": "angry", |
|
"63": "customized", |
|
"64": "not\\_impressed", |
|
"65": "reliability", |
|
"66": "neutral", |
|
"67": "customizable", |
|
"68": "considering\\_rental", |
|
"69": "curious", |
|
"70": "concert", |
|
"71": "exploring", |
|
"72": "branding", |
|
"73": "flexibility", |
|
"74": "easy-to-use", |
|
"75": "easy", |
|
"76": "struggled", |
|
"77": "perfect", |
|
"78": "high-resolution", |
|
"79": "technical\\_issues", |
|
"80": "seamless", |
|
"81": "ease-of-use", |
|
"82": "discount", |
|
"83": "variety\\_designs", |
|
"84": "remotely", |
|
"85": "on-time delivery", |
|
"86": "poor", |
|
"87": "replacement", |
|
"88": "sports-fan", |
|
"89": "seeking\\_advice", |
|
"90": "compatible", |
|
"91": "annoyed", |
|
"92": "helpful", |
|
"93": "unmaintained", |
|
"94": "on-time", |
|
"95": "attractive", |
|
"96": "appreciative", |
|
"97": "not-bright", |
|
"98": "versatile", |
|
"99": "size\\_options", |
|
"100": "high-quality", |
|
"101": "unhappy", |
|
"102": "upset", |
|
"103": "in\\_market", |
|
"104": "easy\\_rental\\_process", |
|
"105": "prompt", |
|
"106": "delivery\\_installation", |
|
"107": "flexible", |
|
"108": "smooth", |
|
"109": "confident", |
|
"110": "budget", |
|
"111": "pleasant", |
|
"112": "satisfaction\\_guarantee", |
|
"113": "sports", |
|
"114": "unresponsive", |
|
"115": "great\\_success", |
|
"116": "theater", |
|
"117": "management", |
|
"118": "instructions", |
|
"119": "convenient", |
|
"120": "user-friendly", |
|
"121": "enjoyable", |
|
"122": "technology", |
|
"123": "affordable", |
|
"124": "unfriendly", |
|
"125": "quality", |
|
"126": "damaged", |
|
"127": "customer\\_support", |
|
"128": "loved", |
|
"129": "straightforward", |
|
"130": "multilingual", |
|
"131": "cautious", |
|
"132": "excellent", |
|
"133": "efficient", |
|
"134": "late", |
|
"135": "user\\_friendly", |
|
"136": "reasonable", |
|
"137": "great\\_experience", |
|
"138": "customer service", |
|
"139": "weather-resistant", |
|
"140": "rental-package", |
|
"141": "setup", |
|
"142": "returning\\_customer", |
|
"143": "advertising", |
|
"144": "thankful", |
|
"145": "festival", |
|
"146": "professional", |
|
"147": "malfunction", |
|
"148": "investment", |
|
"149": "flexible\\_options", |
|
"150": "unhelpful", |
|
"151": "different_environments", |
|
"152": "education", |
|
"153": "meeting", |
|
"154": "encountered", |
|
"155": "ease", |
|
"156": "excellent\\_customer\\_service", |
|
"157": "innovative", |
|
"158": "interested\\_in\\_services", |
|
"159": "modernize", |
|
"160": "competitive pricing", |
|
"161": "commend", |
|
"162": "indifferent", |
|
"163": "beneficial", |
|
"164": "sad", |
|
"165": "clear", |
|
"166": "experience", |
|
"167": "brightness", |
|
"168": "maintenance", |
|
"169": "website", |
|
"170": "looking", |
|
"171": "anxious", |
|
"172": "inconvenient", |
|
"173": "need", |
|
"174": "lifespan", |
|
"175": "retail", |
|
"176": "technical\\_support", |
|
"177": "unimpressed", |
|
"178": "recommend", |
|
"179": "customer-service" |
|
}, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"advanced": 42, |
|
"advertising": 143, |
|
"affordable": 123, |
|
"amazed": 38, |
|
"angry": 62, |
|
"annoyed": 91, |
|
"anxious": 171, |
|
"appreciative": 96, |
|
"attractive": 95, |
|
"availability": 50, |
|
"beneficial": 163, |
|
"bored": 21, |
|
"branding": 72, |
|
"bright": 18, |
|
"brightness": 167, |
|
"budget": 110, |
|
"business": 46, |
|
"cautious": 131, |
|
"clear": 165, |
|
"commend": 161, |
|
"communication": 3, |
|
"compatible": 90, |
|
"competitive pricing": 160, |
|
"competitive\\_pricing": 31, |
|
"complicated": 59, |
|
"concerned": 8, |
|
"concert": 70, |
|
"confident": 109, |
|
"confused": 9, |
|
"confusing": 7, |
|
"considering": 27, |
|
"considering\\_rental": 68, |
|
"convenient": 119, |
|
"cost": 34, |
|
"curious": 69, |
|
"customer service": 138, |
|
"customer support": 35, |
|
"customer-service": 179, |
|
"customer\\_support": 127, |
|
"customizable": 67, |
|
"customized": 63, |
|
"damaged": 126, |
|
"delighted": 24, |
|
"delivery": 19, |
|
"delivery\\_installation": 106, |
|
"design": 45, |
|
"different_environments": 151, |
|
"difficult": 60, |
|
"disappointed": 2, |
|
"discount": 82, |
|
"disorganized": 47, |
|
"dissatisfied": 20, |
|
"durable": 48, |
|
"ease": 155, |
|
"ease-of-use": 81, |
|
"easy": 75, |
|
"easy-to-use": 74, |
|
"easy\\_rental\\_process": 104, |
|
"eco-friendly": 52, |
|
"education": 152, |
|
"efficient": 133, |
|
"encountered": 154, |
|
"energy": 30, |
|
"enjoyable": 121, |
|
"excellent": 132, |
|
"excellent\\_customer\\_service": 156, |
|
"excited": 25, |
|
"expensive": 14, |
|
"experience": 166, |
|
"exploring": 71, |
|
"festival": 145, |
|
"flexibility": 73, |
|
"flexible": 107, |
|
"flexible\\_options": 149, |
|
"frustrated": 32, |
|
"frustrating": 29, |
|
"grateful": 1, |
|
"great": 26, |
|
"great\\_experience": 137, |
|
"great\\_success": 115, |
|
"happy": 44, |
|
"helpful": 92, |
|
"hesitant": 33, |
|
"high-quality": 100, |
|
"high-resolution": 78, |
|
"hopeful": 16, |
|
"impressed": 10, |
|
"in\\_market": 103, |
|
"inconvenient": 172, |
|
"indifferent": 162, |
|
"innovative": 157, |
|
"instructions": 118, |
|
"interested": 56, |
|
"interested\\_in\\_services": 158, |
|
"investment": 148, |
|
"issues": 40, |
|
"late": 134, |
|
"lifespan": 174, |
|
"looking": 170, |
|
"looking\\_to\\_rent": 17, |
|
"loved": 128, |
|
"loyalty program": 37, |
|
"maintain": 51, |
|
"maintenance": 168, |
|
"malfunction": 147, |
|
"management": 117, |
|
"marketing": 12, |
|
"meeting": 153, |
|
"modernize": 159, |
|
"multilingual": 130, |
|
"need": 173, |
|
"negative": 54, |
|
"neutral": 66, |
|
"not-bright": 97, |
|
"not\\_impressed": 64, |
|
"on-time": 94, |
|
"on-time delivery": 85, |
|
"outdoor": 36, |
|
"perfect": 77, |
|
"pleasant": 111, |
|
"pleased": 11, |
|
"poor": 86, |
|
"positive": 28, |
|
"professional": 146, |
|
"prompt": 105, |
|
"quality": 125, |
|
"quick": 58, |
|
"reasonable": 136, |
|
"recommend": 178, |
|
"reliability": 65, |
|
"reliable": 39, |
|
"relieved": 43, |
|
"remotely": 84, |
|
"rental-package": 140, |
|
"replacement": 87, |
|
"reputation": 49, |
|
"retail": 175, |
|
"returning\\_customer": 142, |
|
"sad": 164, |
|
"satisfaction\\_guarantee": 112, |
|
"satisfied": 0, |
|
"seamless": 80, |
|
"seeking\\_advice": 89, |
|
"setup": 141, |
|
"simple process": 15, |
|
"size\\_options": 99, |
|
"skeptical": 41, |
|
"small": 23, |
|
"smooth": 108, |
|
"sports": 113, |
|
"sports-fan": 88, |
|
"straightforward": 129, |
|
"struggled": 76, |
|
"surprised": 61, |
|
"tech-savvy": 53, |
|
"technical\\_issues": 79, |
|
"technical\\_support": 176, |
|
"technology": 122, |
|
"thankful": 144, |
|
"theater": 116, |
|
"thrilled": 4, |
|
"time-consuming": 13, |
|
"training": 22, |
|
"unfriendly": 124, |
|
"unhappy": 101, |
|
"unhelpful": 150, |
|
"unimpressed": 177, |
|
"unmaintained": 93, |
|
"unresponsive": 114, |
|
"unsatisfied": 55, |
|
"unsure": 6, |
|
"upset": 102, |
|
"user-friendly": 120, |
|
"user\\_friendly": 135, |
|
"variety": 57, |
|
"variety\\_designs": 83, |
|
"versatile": 98, |
|
"weather-resistant": 139, |
|
"website": 169, |
|
"worried": 5 |
|
}, |
|
"layer_norm_eps": 1e-12, |
|
"max_position_embeddings": 512, |
|
"model_type": "bert", |
|
"num_attention_heads": 12, |
|
"num_hidden_layers": 12, |
|
"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", |
|
"problem_type": "single_label_classification", |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.36.1", |
|
"type_vocab_size": 2, |
|
"use_cache": true, |
|
"vocab_size": 105879 |
|
} |
|
|