Training dreambooth/embeddings on an RTX 3060 - possible?

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Deep Learning HPC large-scale data-parallelism pipeline-parallelism

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  • ColossalAI

    Making large AI models cheaper, faster and more accessible

    • It’s a framework for alot of pipeline parallelism optimizations that can allow you to not have to fit the whole model in vram. https://www.hpc-ai.tech/blog/diffusion-pretraining-and-hardware-fine-tuning-can-be-almost-7x-cheaper Tutorial here: https://github.com/hpcaitech/ColossalAI/blob/main/examples/images/dreambooth/README.md I have amd cards so I haven’t tried this yet but am thinking of converting my amd gpu server over to nvidia bc of this

  • 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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