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Ahmadswaid
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california_housing

Tabular Regression
Scikit-learn
skops
Model card Files Community
Ahmadswaid commited on
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  1. config.json +62 -22
config.json CHANGED
@@ -1,23 +1,63 @@
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  {
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- "_name_or_path": "distilbert-base-uncased",
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- "activation": "gelu",
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- "architectures": [
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- "DistilBertForMaskedLM"
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- ],
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- "attention_dropout": 0.1,
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- "dim": 768,
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- "dropout": 0.1,
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- "hidden_dim": 3072,
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- "initializer_range": 0.02,
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- "max_position_embeddings": 512,
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- "model_type": "distilbert",
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- "n_heads": 12,
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- "n_layers": 6,
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- "pad_token_id": 0,
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- "qa_dropout": 0.1,
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- "seq_classif_dropout": 0.2,
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- "sinusoidal_pos_embds": false,
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- "tie_weights_": true,
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- "transformers_version": "4.24.0",
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- "vocab_size": 30522
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  {
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+ "sklearn": {
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+ "columns": [
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+ "MedInc",
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+ "HouseAge",
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+ "AveRooms",
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+ "AveBedrms",
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+ "Population",
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+ "AveOccup",
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+ "Latitude",
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+ "Longitude"
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+ ],
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+ "environment": [
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+ "scikit-learn=1.1.1"
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+ ],
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+ "example_input": {
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+ "AveBedrms": [
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+ 0.9806451612903225,
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+ 1.0379746835443038,
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+ 0.9601449275362319
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+ ],
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+ "AveOccup": [
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+ 2.587096774193548,
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+ 2.8658227848101268,
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+ 2.6449275362318843
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+ ],
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+ "AveRooms": [
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+ 7.275268817204301,
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+ 5.39493670886076,
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+ 6.536231884057971
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+ ],
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+ "HouseAge": [
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+ 38.0,
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+ 25.0,
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+ 39.0
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+ ],
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+ "Latitude": [
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+ 37.44,
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+ 37.31,
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+ 34.16
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+ ],
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+ "Longitude": [
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+ -122.19,
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+ -122.03,
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+ -118.07
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+ ],
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+ "MedInc": [
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+ 9.3198,
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+ 5.3508,
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+ 6.4761
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+ ],
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+ "Population": [
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+ 1203.0,
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+ 1132.0,
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+ 730.0
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+ ]
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+ },
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+ "model": {
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+ "file": "skops-ye71b_vi.pkl"
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+ },
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+ "task": "tabular-regression"
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+ }
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+ }