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EmCoder

Text Classification
Transformers
Safetensors
English
emcoder
feature-extraction
emotion-recognition
bayesian-deep-learning
mc-dropout
uncertainty-quantification
multi-label-classification
custom_code
Eval Results (legacy)
Model card Files
xet
 Community
yezdata commited on
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7290115
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1 Parent(s): 588c952

Update model_config.json

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Files changed (1) hide show
  1. model_config.json +70 -72
model_config.json CHANGED
@@ -1,73 +1,71 @@
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- {
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- "vocab_size": 50265,
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- "max_seq_len": 512,
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- "d_model": 768,
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- "n_head": 12,
6
- "n_layers": 6,
7
- "d_ffn": 3072,
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- "dropout": 0.15,
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- "bayesian_train": true,
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- "loss_weights": "log",
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- "num_labels": 28,
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- "id2label": {
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- "0": "admiration",
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- "1": "amusement",
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- "2": "anger",
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- "3": "annoyance",
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- "4": "approval",
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- "5": "caring",
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- "6": "confusion",
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- "7": "curiosity",
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- "8": "desire",
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- "9": "disappointment",
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- "10": "disapproval",
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- "11": "disgust",
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- "12": "embarrassment",
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- "13": "excitement",
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- "14": "fear",
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- "15": "gratitude",
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- "16": "grief",
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- "17": "joy",
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- "18": "love",
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- "19": "nervousness",
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- "20": "optimism",
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- "21": "pride",
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- "22": "realization",
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- "23": "relief",
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- "24": "remorse",
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- "25": "sadness",
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- "26": "surprise",
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- "27": "neutral"
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- },
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- "label2id": {
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- "admiration": 0,
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- "amusement": 1,
45
- "anger": 2,
46
- "annoyance": 3,
47
- "approval": 4,
48
- "caring": 5,
49
- "confusion": 6,
50
- "curiosity": 7,
51
- "desire": 8,
52
- "disappointment": 9,
53
- "disapproval": 10,
54
- "disgust": 11,
55
- "embarrassment": 12,
56
- "excitement": 13,
57
- "fear": 14,
58
- "gratitude": 15,
59
- "grief": 16,
60
- "joy": 17,
61
- "love": 18,
62
- "nervousness": 19,
63
- "optimism": 20,
64
- "pride": 21,
65
- "realization": 22,
66
- "relief": 23,
67
- "remorse": 24,
68
- "sadness": 25,
69
- "surprise": 26,
70
- "neutral": 27
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- },
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- "base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
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  }
 
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+ {
2
+ "vocab_size": 50265,
3
+ "max_seq_len": 512,
4
+ "d_model": 768,
5
+ "n_head": 12,
6
+ "n_layers": 6,
7
+ "d_ffn": 3072,
8
+ "dropout": 0.15,
9
+ "num_labels": 28,
10
+ "id2label": {
11
+ "0": "admiration",
12
+ "1": "amusement",
13
+ "2": "anger",
14
+ "3": "annoyance",
15
+ "4": "approval",
16
+ "5": "caring",
17
+ "6": "confusion",
18
+ "7": "curiosity",
19
+ "8": "desire",
20
+ "9": "disappointment",
21
+ "10": "disapproval",
22
+ "11": "disgust",
23
+ "12": "embarrassment",
24
+ "13": "excitement",
25
+ "14": "fear",
26
+ "15": "gratitude",
27
+ "16": "grief",
28
+ "17": "joy",
29
+ "18": "love",
30
+ "19": "nervousness",
31
+ "20": "optimism",
32
+ "21": "pride",
33
+ "22": "realization",
34
+ "23": "relief",
35
+ "24": "remorse",
36
+ "25": "sadness",
37
+ "26": "surprise",
38
+ "27": "neutral"
39
+ },
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+ "label2id": {
41
+ "admiration": 0,
42
+ "amusement": 1,
43
+ "anger": 2,
44
+ "annoyance": 3,
45
+ "approval": 4,
46
+ "caring": 5,
47
+ "confusion": 6,
48
+ "curiosity": 7,
49
+ "desire": 8,
50
+ "disappointment": 9,
51
+ "disapproval": 10,
52
+ "disgust": 11,
53
+ "embarrassment": 12,
54
+ "excitement": 13,
55
+ "fear": 14,
56
+ "gratitude": 15,
57
+ "grief": 16,
58
+ "joy": 17,
59
+ "love": 18,
60
+ "nervousness": 19,
61
+ "optimism": 20,
62
+ "pride": 21,
63
+ "realization": 22,
64
+ "relief": 23,
65
+ "remorse": 24,
66
+ "sadness": 25,
67
+ "surprise": 26,
68
+ "neutral": 27
69
+ },
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+ "base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
 
 
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  }