diffusers-burn: A diffusers API in Rust/Burn

⚠️ This is still in development - contributors welcome!

The diffusers-burn crate is a conversion of diffusers-rs using burn rather than libtorch. This implementation supports Stable Diffusion v1.5, v2.1, as well as Stable Diffusion XL 1.0.

Feature Flags

This crate can be used without the standard library (#![no_std]) with alloc by disabling the default std feature.

std - enables the standard library. Enabled by default.
wgpu - uses ndarray as the backend. Enabled by default when none specified and std.
ndarray - uses ndarray as the backend.
ndarray-no-std - uses ndarray-no-std as the backend. Enabled by default when none and #![no_std].
ndarray-blas-accelerate - uses ndarray with Accelerate framework (macOS only).
torch - uses torch as the backend.

Community

If you are excited about the project or want to contribute, don't hesitate to join our Discord! We try to be as welcoming as possible to everybody from any background. We're still building this out, but you can ask your questions there!

Status

diffusers-burn is currently in active development, and is not yet complete.

License

diffusers-burn is distributed under the terms of both the MIT license and the Apache License (Version 2.0). See LICENSE-APACHE and LICENSE-MIT for details. Opening a pull request is assumed to signal agreement with these licensing terms.

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Comments

Missing Burn Ops
A collection of tensor ops or other functionality that is currently missing in Burn.

Tensor:

[x] unsqueeze(dim:) - https://github.com/Tracel-AI/burn/pull/966

[x] contiguous() - not something we should worry about with Burn

[x] chunk()

Issue: https://github.com/Tracel-AI/burn/issues/970)

[ ] upsample_nearest2d also known as interpolate

Issue: https://github.com/Tracel-AI/burn/issues/510

[x] triu

Issue: https://github.com/Tracel-AI/burn/issues/986

Norm

[x] GroupNorm - https://github.com/Tracel-AI/burn/pull/963
opened by dcvz 0