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Quentin Gallouédec
2025-05-17 03:41:24 +00:00
parent 92106c8762
commit ffb8d63324
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4
candle-transformers/src/models/mmdit/mod.rs
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//! Mix of Multi-scale Dilated and Traditional Convolutions (MMDiT) is an architecture
//! introduced for Stable Diffusion 3, with the MMDiT-X variant used in Stable Diffusion 3.5.
//!
//! - 📝 [Research Paper](https://arxiv.org/abs/2403.03206)
//! - 📝 [Research Paper](https://huggingface.co/papers/2403.03206)
//! - 💻 ComfyUI [reference implementation](https://github.com/comfyanonymous/ComfyUI/blob/78e133d0415784924cd2674e2ee48f3eeca8a2aa/comfy/ldm/modules/diffusionmodules/mmdit.py)
//! - 💻 Stability-AI [MMDiT-X implementation](https://github.com/Stability-AI/sd3.5/blob/4e484e05308d83fb77ae6f680028e6c313f9da54/mmditx.py)
//! - ⚡ [Interactive Wasm Example](https://huggingface.co/spaces/radames/Candle-BLIP-Image-Captioning)
//! - 💻 [GH Link](https://github.com/salesforce/BLIP)
//! - 🤗 [HF Link](https://huggingface.co/Salesforce/blip-image-captioning-base)
//! - 📝 [Paper](https://arxiv.org/abs/2201.12086)
//! - 📝 [Paper](https://huggingface.co/papers/2201.12086)
//!
pub mod blocks;

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candle-transformers/src/models/mmdit/model.rs
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// Implement the MMDiT model originally introduced for Stable Diffusion 3 (https://arxiv.org/abs/2403.03206),
// Implement the MMDiT model originally introduced for Stable Diffusion 3 (https://huggingface.co/papers/2403.03206),
// as well as the MMDiT-X variant introduced for Stable Diffusion 3.5-medium (https://huggingface.co/stabilityai/stable-diffusion-3.5-medium)
// This follows the implementation of the MMDiT model in the ComfyUI repository.
// https://github.com/comfyanonymous/ComfyUI/blob/78e133d0415784924cd2674e2ee48f3eeca8a2aa/comfy/ldm/modules/diffusionmodules/mmdit.py#L1