jakedahn / flux-latentpop

flux-latentpop features vibrant backgrounds with grungy limited screenprinting color goodness.

  • Public
  • 2.1K runs
  • Weights
Run with an API
Playground API Examples README Versions

Examples

View more

Run time and cost

This model costs approximately $0.014 to run on Replicate, or 71 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia H100 GPU hardware. Predictions typically complete within 9 seconds.

Readme

flux-latentpop features vibrant backgrounds with grungy limited screenprinting color goodness.

It does great with t-shirt designs, general illustrations, and character portraits.

It was trained on Replicate, here: https://replicate.com/ostris/flux-dev-lora-trainer/train

The training set is comprised of 23 images generated on MidJourney using the --sref 3102110963 and --personalize 3xdy3qw flags. You can find the entire training set here: https://replicate.delivery/pbxt/Lg3C1KUPfrRZZvJFaaSTmQ9qtAyXSonLvLSuTuj4Nop9vcSu/2024-08-24-latentpop.zip

Below are the training parameters I used, which seem to work fairly well for illustration/cartoony Flux LoRAs:

{
  "steps": 1300,
  "lora_rank": 24,
  "optimizer": "adamw8bit",
  "batch_size": 4,
  "resolution": "512,768,1024",
  "autocaption": true,
  "input_images": "https://replicate.delivery/pbxt/Lg3C1KUPfrRZZvJFaaSTmQ9qtAyXSonLvLSuTuj4Nop9vcSu/2024-08-24-latentpop.zip",
  "trigger_word": "LNTP",
  "learning_rate": 0.0002,
  "autocaption_suffix": "LNTP style",
  "caption_dropout_rate": 0.05,
}

Shoutout to @ciguleva on x who originally shared this sref on x: https://x.com/ciguleva/status/1827398343779098720