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An implementation of the diffusers api in Rust

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This pull request implements attention-based building blocks for neural networks using the tch-rs library. The implemented components include: GeGlu: Gated Linear Unit activation function. FeedForward: A feed-forward layer with GeGlu...

Replace --sd_version 1.5 by --sd-version v1-5 in readme file

Hi @LaurentMazare, have you benchmarked this against huggingface's python diffusers? Should I expected it to be any faster? If yes, can you give me some intuition on the reason?

The intention for this issue is to provide a comprehensive outline of all the core features and capabilities other distributions of Stable Diffusion (primarily A1111) provide. It's a big list,...

Stable Diffusion 2.x is a lot more dependent on negative prompts for good looking outputs than SD 1.5 was. So it would be very useful if support for negative prompts...

I think it would be nice to have [ControlNet](https://github.com/lllyasviel/ControlNet) support. Not sure how hard it gonna take for this task. 🤔

I've been testing out the default test script and every time is says: ```bash Cuda available: false Cudnn available: false MPS available: false ``` Even though I've testing in pytorch...

Hello! Are there any plans for additional backends? I'd love to see DirectML support to allow it to be used on nvidia/amd cards without requiring installing additional drivers (on Windows/Xbox,...

Additionally adds to gitignore for vscode workspaces

```rust Building the autoencoder. Building the unet. Timestep 0/30 thread 'main' panicked at 'called `Result::unwrap()` on an `Err` value: Torch("cuDNN error: CUDNN_STATUS_NOT_INITIALIZED\nException raised from createCuDNNHandle at /build/python-pytorch/src/pytorch-1.13.0-cuda/aten/src/ATen/cudnn/Handle.cpp:9 (most recent call...