jack000/glid-3-xl 🔢❓📝🖼️ → 🖼️

▶️ 45.5K runs 📅 Apr 2022 ⚙️ Cog 0.3.3 🔗 GitHub 📄 Paper ⚖️ License
clip image-generation inpainting latent-diffusion super-resolution text-to-image

About

A 1.4B parameter text2im model from CompVis, finetuned on CLIP text embeds and curated data.

Example Output

Prompt:

"a cyberpunk girl with a scifi neuralink device on her head"

Output

Example outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample outputExample output

Performance Metrics

111.05s Prediction Time
111.25s Total Time
All Input Parameters
{
  "seed": 24,
  "steps": "250",
  "width": "256",
  "height": "256",
  "prompt": "a cyberpunk girl with a scifi neuralink device on her head",
  "batch_size": "1",
  "guidance_scale": "5"
}
Input Parameters
seed Type: integerDefault: -1Range: -1 - 4294967295
Seed for random number generator.
steps Type: integerDefault: 50Range: 15 - 250
Number of diffusion steps to run.
width Default: 256
Target width
height Default: 256
Target height
prompt Type: stringDefault:
Your text prompt.
negative Type: stringDefault:
(optional) Negate the model's prediction for this text from the model's prediction for the target text.
batch_size Default: 4
Batch size.
init_image Type: string
(optional) Initial image to use for the model's prediction.
guidance_scale Type: numberDefault: 5Range: -20 - 100
Classifier-free guidance scale. Higher values will result in more guidance toward caption, with diminishing returns. Try values between 1.0 and 40.0.
init_skip_fraction Type: numberDefault: 0Range: 0 - 1
Fraction of sampling steps to skip when using an init image.
Output Schema

Output

Type: arrayItems Type: stringItems Format: uri

Example Execution Logs
Encoding text with BERT
Encoding text with CLIP
Packing CLIP and BERT embeddings into kwargs
Running diffusion...

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Done
Version Details
Version ID
3ab3bf32ffee63490913279e39948bd72b0eb5da1317288c3de6d4546344c167
Version Created
May 16, 2022
Run on Replicate →