diffusers-rs
An implementation of the diffusers api in Rust (by LaurentMazare)
burn
Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals. [Moved to: https://github.com/Tracel-AI/burn] (by burn-rs)
| diffusers-rs | burn | |
|---|---|---|
| 3 | 34 | |
| 487 | 4,845 | |
| - | - | |
| 5.3 | 8.9 | |
| about 1 month ago | 6 months ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
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.
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.
diffusers-rs
Posts with mentions or reviews of diffusers-rs.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-23.
-
Announcing AIrtifex: Generative AI web UI and server
Other nice feature is image generation using Stable Diffusion with crate https://github.com/LaurentMazare/diffusers-rs . It allows to generate image from text as well as augment input images with text.
-
Implementing Stable Diffusion in Rust
GitHub — LaurentMazare/diffusers-rs: An implementation of the diffusers api in Rust
-
Deep Learning in Rust: Burn 0.4.0 released and plans for 2023
Are you aware of https://github.com/LaurentMazare/diffusers-rs
burn
Posts with mentions or reviews of burn.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-08.
-
Burn 0.10.0 Released 🔥 (Deep Learning Framework)
Release Note: https://github.com/burn-rs/burn/releases/tag/v0.10.0
- Deep Learning Framework in Rust: Burn 0.10.0 Released
-
Why Rust Is the Optimal Choice for Deep Learning, and How to Start Your Journey with the Burn Deep Learning Framework
The comprehensive, open-source deep learning framework in Rust, Burn, has recently undergone significant advancements in its latest release, highlighted by the addition of The Burn Book 🔥. There has never been a better moment to embark on your deep learning journey with Rust, as this book will guide you through your initial project, providing extensive explanations and links to relevant resources.
-
Candle: Torch Replacement in Rust
Burn (deep learning framework in rust) has WGPU backend (WebGPU) already. Check it out https://github.com/burn-rs/burn. It was released recently.
- Burn – A Flexible and Comprehensive Deep Learning Framework in Rust
-
Announcing Burn-Wgpu: New Deep Learning Cross-Platform GPU Backend
For more details about the latest release see the release notes: https://github.com/burn-rs/burn/releases/tag/v0.8.0.
-
Are there any ML crates that would compile to WASM?
Tract is the most well known ML crate in Rust, which I believe can compile to WASM - https://github.com/sonos/tract/. Burn may also be useful - https://github.com/burn-rs/burn.
-
Any working wgpu compute example that would run in a browser?
We, the burn team, are working on the wgpu backend (WebGPU) for Burn deep learning framework. You can check out the current state: https://github.com/burn-rs/burn/tree/main/burn-wgpu
-
I’ve fallen in love with rust so now what?
Here is the project: https://github.com/burn-rs/burn
-
Is anyone doing Machine Learning in Rust?
Disclaimer, I'm the main author of Burn https://burn-rs.github.io.
What are some alternatives?
When comparing diffusers-rs and burn you can also consider the following projects:
AIrtifex - Generative AI web UI and server
candle - Minimalist ML framework for Rust
neuronika - Tensors and dynamic neural networks in pure Rust.
dfdx - Deep learning in Rust, with shape checked tensors and neural networks
ort - A Rust wrapper for ONNX Runtime
tch-rs - Rust bindings for the C++ api of PyTorch.
llm - An ecosystem of Rust libraries for working with large language models
Graphite - 2D raster & vector editor that melds traditional layers & tools with a modern node-based, non-destructive, procedural workflow.
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference [Moved to: https://github.com/sonos/tract]
L2 - l2 is a fast, Pytorch-style Tensor+Autograd library written in Rust
wgpu - A cross-platform, safe, pure-Rust graphics API.
bootloader - An experimental pure-Rust x86 bootloader