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bert_emotion_response_classifier_quantized

Text Classification
Transformers
PyTorch
English
roberta
emotion-classification
tone-mapping
tonepilot
bert
quantized
optimized
text-embeddings-inference
Model card Files
xet
Community
1
bert_emotion_response_classifier_quantized
File size: 3,777 Bytes 
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{
  "model_type": "roberta",
  "num_labels": 73,
  "id2label": {
    "0": "analytical",
    "1": "angry",
    "2": "anxious",
    "3": "apologetic",
    "4": "appreciative",
    "5": "calm_coach",
    "6": "calming",
    "7": "casual",
    "8": "cautious",
    "9": "celebratory",
    "10": "cheeky",
    "11": "clear",
    "12": "compassionate",
    "13": "compassionate_friend",
    "14": "complimentary",
    "15": "confident",
    "16": "confident_flirt",
    "17": "confused",
    "18": "congratulatory",
    "19": "curious",
    "20": "direct",
    "21": "direct_ally",
    "22": "directive",
    "23": "empathetic",
    "24": "empathetic_listener",
    "25": "encouraging",
    "26": "engaging",
    "27": "enthusiastic",
    "28": "excited",
    "29": "flirty",
    "30": "friendly",
    "31": "gentle",
    "32": "gentle_mentor",
    "33": "goal_focused",
    "34": "helpful",
    "35": "hopeful",
    "36": "humorous",
    "37": "humorous (lightly)",
    "38": "informative",
    "39": "inquisitive",
    "40": "insecure",
    "41": "intellectual",
    "42": "joyful",
    "43": "light-hearted",
    "44": "light-humored",
    "45": "lonely",
    "46": "motivational_coach",
    "47": "mysterious",
    "48": "nurturing_teacher",
    "49": "overwhelmed",
    "50": "patient",
    "51": "personable",
    "52": "playful",
    "53": "playful_partner",
    "54": "practical_dreamer",
    "55": "problem-solving",
    "56": "realistic",
    "57": "reassuring",
    "58": "resourceful",
    "59": "sad",
    "60": "sarcastic",
    "61": "sarcastic_friend",
    "62": "speculative",
    "63": "strategic",
    "64": "suggestive",
    "65": "supportive",
    "66": "thoughtful",
    "67": "tired",
    "68": "upbeat",
    "69": "validating",
    "70": "warm",
    "71": "witty",
    "72": "zen_mirror"
  },
  "label2id": {
    "analytical": 0,
    "angry": 1,
    "anxious": 2,
    "apologetic": 3,
    "appreciative": 4,
    "calm_coach": 5,
    "calming": 6,
    "casual": 7,
    "cautious": 8,
    "celebratory": 9,
    "cheeky": 10,
    "clear": 11,
    "compassionate": 12,
    "compassionate_friend": 13,
    "complimentary": 14,
    "confident": 15,
    "confident_flirt": 16,
    "confused": 17,
    "congratulatory": 18,
    "curious": 19,
    "direct": 20,
    "direct_ally": 21,
    "directive": 22,
    "empathetic": 23,
    "empathetic_listener": 24,
    "encouraging": 25,
    "engaging": 26,
    "enthusiastic": 27,
    "excited": 28,
    "flirty": 29,
    "friendly": 30,
    "gentle": 31,
    "gentle_mentor": 32,
    "goal_focused": 33,
    "helpful": 34,
    "hopeful": 35,
    "humorous": 36,
    "humorous (lightly)": 37,
    "informative": 38,
    "inquisitive": 39,
    "insecure": 40,
    "intellectual": 41,
    "joyful": 42,
    "light-hearted": 43,
    "light-humored": 44,
    "lonely": 45,
    "motivational_coach": 46,
    "mysterious": 47,
    "nurturing_teacher": 48,
    "overwhelmed": 49,
    "patient": 50,
    "personable": 51,
    "playful": 52,
    "playful_partner": 53,
    "practical_dreamer": 54,
    "problem-solving": 55,
    "realistic": 56,
    "reassuring": 57,
    "resourceful": 58,
    "sad": 59,
    "sarcastic": 60,
    "sarcastic_friend": 61,
    "speculative": 62,
    "strategic": 63,
    "suggestive": 64,
    "supportive": 65,
    "thoughtful": 66,
    "tired": 67,
    "upbeat": 68,
    "validating": 69,
    "warm": 70,
    "witty": 71,
    "zen_mirror": 72
  },
  "architectures": [
    "RobertaForSequenceClassification"
  ],
  "base_model": "roberta-base",
  "task": "tone-mapping",
  "pipeline_tag": "text-classification",
  "originally_quantized": true,
  "quantization_info": {
    "type": "per_tensor_int8",
    "original_size_mb": 475.8,
    "quantized_size_mb": 119.3,
    "compression_ratio": "4.0x"
  }
}