Hugging Face's logo

Harley-ml
/
DistilHweh-446k

Safetensors
mwm
forecast
weather
lstm
classification
regression
weather-forecast
multitask
harley-ml
small
custom_code
Model card Files
xet
 Community
DistilHweh-446k
File size: 1,985 Bytes
eb66990
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "model_type": "mwm",
  "architectures": [
    "WeatherForcastModel"
  ],
  "auto_map": {
    "AutoConfig": "configuration.WeatherModelConfig",
    "AutoModel": "modeling.WeatherForcastModel"
  },
  "distill_teacher_head_dim": 416,
  "dropout": 0.1,
  "dtype": "float32",
  "encoder_type": "lstm",
  "hidden_dim": 128,
  "input_dim": 22,
  "location_emb_dim": 32,
  "num_layers": 3,
  "num_locations": 82,
  "num_predict": 12,
  "num_weather_classes": 7,
  "rain_pos_weight": 6.547722074664306,
  "seq_len": 72,
  "target_norms": {
    "apparent": {
      "mean": 16.420160986060196,
      "std": 12.332221212388726,
      "transform": "raw"
    },
    "cloud_cover": {
      "mean": 51.71581237675868,
      "std": 42.028595137718646,
      "transform": "raw"
    },
    "humidity": {
      "mean": 69.18635597409919,
      "std": 21.524024234467674,
      "transform": "raw"
    },
    "precip": {
      "mean": 0.05684371705656333,
      "std": 0.22550783339649325,
      "transform": "log1p"
    },
    "sea_level_pressure": {
      "mean": 1014.5679196119568,
      "std": 7.459071118489876,
      "transform": "raw"
    },
    "surface_pressure": {
      "mean": 963.4371186423618,
      "std": 86.39541603431283,
      "transform": "raw"
    },
    "temp": {
      "mean": 16.863813962719767,
      "std": 9.92933797011761,
      "transform": "raw"
    },
    "wind": {
      "mean": 9.952284635073887,
      "std": 6.676419945197847,
      "transform": "raw"
    },
    "wind_dir_cos": {
      "mean": -0.03349104536155545,
      "std": 0.70513783656826,
      "transform": "raw"
    },
    "wind_dir_sin": {
      "mean": -0.002100160488024665,
      "std": 0.7082757736110976,
      "transform": "raw"
    }
  },
  "transformers_version": "5.5.0",
  "use_cache": false,
  "weather_class_weights": [
    0.23165243864059448,
    0.1921183317899704,
    1.7011765241622925,
    0.4377932548522949,
    0.8518651723861694,
    1.6312177181243896,
    1.9541765451431274
  ]
}