flake vs nix-stable-diffusion

flake

A Nix flake for many AI projects (by nixified-ai)

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nix-stable-diffusion

Flake for running SD on NixOS (by gbtb)

nix-flake stable-diffusion

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flake		nix-stable-diffusion
	Project
5	Mentions	2
593	Stars	107
3.9%	Growth	-
4.4	Activity	5.5
7 days ago	Latest Commit	7 months ago
Nix	Language	Nix
GNU Affero General Public License v3.0	License	-

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

flake

Posts with mentions or reviews of flake. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-08.

Running AI Models on NixOS
6 projects | /r/NixOS | 8 Nov 2023
Nixified.Ai Release 2
1 project | /r/NixOS | 24 Oct 2023
Llama.cpp: Full CUDA GPU Acceleration
14 projects | news.ycombinator.com | 12 Jun 2023

> Ideally, there's Nix (and poetry2nix) that could take care of everything, but only a few folks write Flakes for their projects.
Relevant to "AI, Python, setting up is hard ... nix", there's stuff like:
https://github.com/nixified-ai/flake
Can you substitute conda with Nix for Data Science and ML/AI?
1 project | /r/Nix | 28 Apr 2023

However, I would reach out to the Nixified.ai folks about it, because I can see that the invoke.ai build script mentions pytorch and several other hard-to-install packages (albeit not detectron).
A Nix flake for many AI projects
1 project | news.ycombinator.com | 22 Mar 2023

nix-stable-diffusion

Posts with mentions or reviews of nix-stable-diffusion. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-08.

Running AI Models on NixOS
6 projects | /r/NixOS | 8 Nov 2023
Anyone used rocm with tensorflow-rocm python package?
1 project | /r/NixOS | 11 Dec 2022

What are some alternatives?

When comparing flake and nix-stable-diffusion you can also consider the following projects:

nonguix - Nonguix mirror – pull requests ignored, please use upstream for that

NixOS-Guide - NixOS Guide. Learn all about the immutable Nix Operating System and the declarative Nix Expression Language.

guix-nonfree - Unofficial collection of packages that are not going to be accepted in to guix

taming-transformers - Taming Transformers for High-Resolution Image Synthesis

lit-llama - Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

fenix - Rust toolchains and rust-analyzer nightly for Nix [maintainer=@figsoda]

llama_cpp.rb - llama_cpp provides Ruby bindings for llama.cpp

gpt4all-nix - Nix flake for gpt4all

serving - A flexible, high-performance serving system for machine learning models

stable-diffusion - A latent text-to-image diffusion model

guix-nonfree

BLIP - PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation