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kyLELEng
/
weather-scenario-diffusion-1d

Time Series Forecasting
Diffusers
Safetensors
time-series
diffusion
scenario-generation
weather
multivariate-time-series
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use kyLELEng/weather-scenario-diffusion-1d with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Diffusers

    How to use kyLELEng/weather-scenario-diffusion-1d with Diffusers:

    pip install -U diffusers transformers accelerate
    import torch
    from diffusers import DiffusionPipeline
    
    # switch to "mps" for apple devices
    pipe = DiffusionPipeline.from_pretrained("kyLELEng/weather-scenario-diffusion-1d", dtype=torch.bfloat16, device_map="cuda")
    
    prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
    image = pipe(prompt).images[0]
  • Notebooks
  • Google Colab
  • Kaggle
weather-scenario-diffusion-1d
168 MB
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  • 1 contributor
History: 5 commits
kyLELEng's picture
kyLELEng
Add Hub task metadata
933e704 verified 15 days ago
  • sample_plots
    Train WeatherScenarioDiffusion-1D 16 days ago
  • scheduler
    Train WeatherScenarioDiffusion-1D 16 days ago
  • .gitattributes
    1.66 kB
    Train WeatherScenarioDiffusion-1D 16 days ago
  • README.md
    12.6 kB
    Add Hub task metadata 15 days ago
  • config.json
    792 Bytes
    Train WeatherScenarioDiffusion-1D 16 days ago
  • diffusion_pytorch_model.safetensors
    166 MB
    xet
    Train WeatherScenarioDiffusion-1D 16 days ago
  • evaluation_report.json
    8.32 kB
    Clean evaluation autocorrelation metric 16 days ago
  • generated_corr.npy
    3.66 kB
    xet
    Train WeatherScenarioDiffusion-1D 16 days ago
  • normalization_stats.json
    1.01 kB
    Train WeatherScenarioDiffusion-1D 16 days ago
  • preprocess_config.json
    753 Bytes
    Train WeatherScenarioDiffusion-1D 16 days ago
  • real_corr.npy
    3.66 kB
    xet
    Train WeatherScenarioDiffusion-1D 16 days ago
  • sample_future_conditioned_z.npy
    516 kB
    xet
    Train WeatherScenarioDiffusion-1D 16 days ago
  • sample_generated_z.npy
    516 kB
    xet
    Train WeatherScenarioDiffusion-1D 16 days ago
  • training_config.json
    680 Bytes
    Train WeatherScenarioDiffusion-1D 16 days ago