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This PR adds transformer cache context for SkyReels-V2 pipelines and & updates docs. - Pipelines and pipeline callbacks: @yiyixuxu and @asomoza

tolgacangoz

The issue is based on https://huggingface.co/docs/diffusers/main/using-diffusers/merge_loras Is there a similar procedure for merging loras for FLUX models? The guide seems to be specific for UNet based methods. I'm working on...

shrikrishnalolla

more update in modular

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yiyixuxu

# What does this PR do? Fixes # (issue) ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks...

naomili0924

Fix: Remove hardcoded CUDA autocast in Kandinsky 5 to fix import warning

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# What does this PR do? Fixes #12809 This PR fixes it by: 1. Removing the @torch.autocast decorator (Fixes the import warning). 2. Explicitly casting inputs to float32 inside the...

adi776borate

Z-Image-Turbo ControlNet

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# What does this PR do? In the [original code](https://github.com/aigc-apps/VideoX-Fun/blob/main/videox_fun/models/z_image_transformer2d_control.py) this is not a typical ControlNet, it is integrated into the `transformer` and relies on operations performed in the `transformer`'s...

hlky

Feature/group offload pinning

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# What does this PR do? Fixes [#11966](https://github.com/huggingface/diffusers/issues/11966) ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if...

Aki-07

ROPE computing suitable for NPU

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# What does this PR do? In this way, the computing time cost for NPU will reduce about 3%-5%. ## Before submitting - [ ] This PR fixes a typo...

leisuzz

Add support for Magcache

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# What does this PR do? This PR adds support for **MagCache** (Magnitude-aware Cache), a training-free inference acceleration method for diffusion models, specifically targeting Transformer-based architectures like Flux. This implementation...

AlanPonnachan

added training script for instruct-pix2pix-sdxl

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What does this PR do? This PR adds comprehensive documentation for training InstructPix2Pix-SDXL with LoRA adapters on diffusers/sdxl-instructpix2pix-768. The new README_lora_sdxl.md provides: Key Additions: Complete training guide for LoRA-based InstructPix2Pix...

mzeynali