I'm the creator of LoRA. How can I make it better?

This page summarizes the projects mentioned and recommended in the original post on /r/StableDiffusion

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  • lora

    Using Low-rank adaptation to quickly fine-tune diffusion models. (by cloneofsimo)

  • cloneofsimo, the original madlad that converted LoRA to Stable Diffusion came up with this idea https://github.com/cloneofsimo/lora/discussions/96

  • LyCORIS

    Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.

  • What do you think of this project which seems to be doing exactly that, making lora better? https://github.com/KohakuBlueleaf/LyCORIS

  • 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.

    InfluxDB logo
  • sd-scripts

  • Popular adaptations cite it, like kohya's script have become the norm for pretty much every LoRA training involving stable diffusion.

  • sd-webui-additional-networks

  • ComfyUI

    The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

  • I'm familiar with it because I added support for their locon and loha formats in ComfyUI and I know they are an improvement but I'm not sure by how much.

  • Text-To-Video-Finetuning

    Discontinued Finetune ModelScope's Text To Video model using Diffusers 🧨

  • kohya_ss

  • There's already an implementation to extract a lora out of the difference of two models. For example with this gui: https://github.com/bmaltais/kohya_ss

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • civitai

    A repository of models, textual inversions, and more

  • Nothing to add, except that LoRA seems to be that sweet spot between tiny textual inversion embeddings and massive checkpoint models. They've really taken over https://civitai.com/

  • alpaca-lora

    Instruct-tune LLaMA on consumer hardware

  • Have you seen Alpaca-LoRA? It works amazing for LLaMA, an LLM, and has made it possible to easily share and quickly reproduce a finetuned version of it.

  • sd-webui-modelscope-text2video

    Discontinued Auto1111 extension consisting of implementation of text2video diffusion models (like ModelScope or VideoCrafter) using only Auto1111 webui dependencies [Moved to: https://github.com/deforum-art/sd-webui-text2video]

  • ainodes-engine

  • Hey! I'd be happy to try! : ) Normally, it should be a stylization, and shouldnt affect temporal coherency? (a wild guess here) We have a UI with a lora loader, and text2video : ) https://github.com/XmYx/ainodes-engine

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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