Instructions to use hf-internal-testing/tiny-random-WeatherNext2ForWeatherForecasting with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use hf-internal-testing/tiny-random-WeatherNext2ForWeatherForecasting with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import WeatherNext2ForWeatherForecasting model = WeatherNext2ForWeatherForecasting.from_pretrained("hf-internal-testing/tiny-random-WeatherNext2ForWeatherForecasting", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 2,200 Bytes
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"atmospheric_variables": [
"temperature",
"geopotential",
"u_component_of_wind",
"v_component_of_wind",
"vertical_velocity",
"specific_humidity"
],
"diffs_stddev_by_level": {},
"feature_extractor_type": "WeatherNext2FeatureExtractor",
"forcing_variables": [
"year_progress_sin",
"year_progress_cos",
"day_progress_sin",
"day_progress_cos"
],
"global_variables": [
"year_progress_sin",
"year_progress_cos"
],
"grid_latitudes": 13,
"grid_longitudes": 24,
"input_variables": [
"temperature",
"geopotential",
"u_component_of_wind",
"v_component_of_wind",
"vertical_velocity",
"specific_humidity",
"2m_temperature",
"mean_sea_level_pressure",
"10m_v_component_of_wind",
"10m_u_component_of_wind",
"sea_surface_temperature",
"geopotential_at_surface",
"land_sea_mask",
"year_progress_sin",
"year_progress_cos",
"day_progress_sin",
"day_progress_cos"
],
"mean_by_level": {},
"nan_fill_values": {},
"num_input_timesteps": 2,
"pressure_levels": [
500,
850
],
"static_variables": [
"geopotential_at_surface",
"land_sea_mask"
],
"stddev_by_level": {},
"target_variables": [
"temperature",
"geopotential",
"u_component_of_wind",
"v_component_of_wind",
"vertical_velocity",
"specific_humidity",
"2m_temperature",
"mean_sea_level_pressure",
"10m_v_component_of_wind",
"10m_u_component_of_wind",
"sea_surface_temperature",
"total_precipitation_6hr",
"cyclone_exists_gaussian_unit_mode",
"cyclone_all_wind_disc",
"cyclone_usa_wind_disc",
"cyclone_usa_r34_ne_radius_disc",
"cyclone_usa_r34_se_radius_disc",
"cyclone_usa_r34_sw_radius_disc",
"cyclone_usa_r34_nw_radius_disc",
"cyclone_usa_r50_ne_radius_disc",
"cyclone_usa_r50_se_radius_disc",
"cyclone_usa_r50_sw_radius_disc",
"cyclone_usa_r50_nw_radius_disc",
"cyclone_usa_r64_ne_radius_disc",
"cyclone_usa_r64_se_radius_disc",
"cyclone_usa_r64_sw_radius_disc",
"cyclone_usa_r64_nw_radius_disc",
"cyclone_usa_rmw_disc",
"cyclone_usa_pres_disc"
],
"time_step_hours": 6
}
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