Training Stable Diffusion from Scratch Costs <$160k

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • stablediffusionAnime

    High-Resolution Image Synthesis with Latent Diffusion Models

  • I've downloaded anime models for free. I'm sure they were <$160 without the k. https://github.com/Noah670/stablediffusionAnime

  • hivemind

    Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

  • Yes, hivemind trained a gpt 6B model like this.

    General model training https://github.com/learning-at-home/hivemind

    Stable diffusion specific https://github.com/chavinlo/distributed-diffusion

    Inference only stable diffusion https://stablehorde.net/

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • distributed-diffusion

    Discontinued Train a Stable Diffusion model over the internet with Hivemind

  • Yes, hivemind trained a gpt 6B model like this.

    General model training https://github.com/learning-at-home/hivemind

    Stable diffusion specific https://github.com/chavinlo/distributed-diffusion

    Inference only stable diffusion https://stablehorde.net/

  • diffusion-benchmark

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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Related posts

  • We need as a community to train Stable Diffusion by ourselves so that new models remain opensource

    2 projects | /r/sdforall | 11 Oct 2022
  • Would anyone be interested in contributing to some group projects?

    4 projects | /r/learnmachinelearning | 24 Aug 2023
  • Hive mind:Train deep learning models on thousands of volunteers across the world

    1 project | news.ycombinator.com | 20 Jun 2023
  • Could a model not be trained by a decentralized network? Like Seti @ home or kinda-sorta like bitcoin. Petals accomplishes this somewhat, but if raw computer power is the only barrier to open-source I'd be happy to try organizing decentalized computing efforts

    2 projects | /r/LocalLLaMA | 17 Jun 2023
  • Orca (built on llama13b) looks like the new sheriff in town

    2 projects | /r/LocalLLaMA | 6 Jun 2023