diffusers

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# What does this PR do? SVD input images are not being properly resized in the video processor, and is leading to a test failure since the image latents shape...

DN6

Clean up `from_single_file` docs

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# What does this PR do? Clean up some miscellaneous stuff in the docs that was missed in the original PR Fixes # (issue) ## Before submitting - [ ]...

DN6

[LoRA] attempt at fixing onetrainer lora.

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# What does this PR do? Fixes https://github.com/huggingface/diffusers/issues/8237. ```python from diffusers import DiffusionPipeline import torch pipe_id = "stabilityai/stable-diffusion-xl-base-1.0" pipe = DiffusionPipeline.from_pretrained(pipe_id, torch_dtype=torch.float16).to("cuda") pipe.load_lora_weights("sayakpaul/diffusers-8237-lora", weight_name="lora.safetensors", adapter_name="engraving") lora_scale= 0.9 prompt = "Engravings...

sayakpaul

Abnormal size for LEDITS++ model ?

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### Describe the bug I tried to run the diffusers pipeline for LEDITS++ with `LEditsPPPipelineStableDiffusionXL` but I encounter a Cuda Out of memory error, which I find abnormal, since the...

vdelale

Tencent Hunyuan Team: add HunyuanDiT related updates

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**This PR did the following things:** 1. Created `HunyuanDiTPipeline` in `src/diffusers/pipelines/hunyuandit/` and `HunyuanDiT2DModel` in `./src/diffusers/models/transformers/`. 2. To support `HunyuanDiT2DModel`, added `HunyuanDiTBlock` and helper functions in `src/diffusers/models/attention.py` . 3. Uploaded the...

gnobitab

```python # integration test (hunyuan dit) import torch from diffusers import HunyuanDiTPipeline import torch from huggingface_hub import hf_hub_download from diffusers import HunyuanDiT2DModel import safetensors.torch device = "cuda" model_config = HunyuanDiT2DModel.load_config("XCLiu/HunyuanDiT-0523",...

yiyixuxu

Train stopped at 0%

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### Describe the bug I used this script for training lora model with command line parameters at this link: https://huggingface.co/docs/diffusers/training/lora However, training stops at 0% without any error in the...

adinoolfi

# What does this PR do? ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case)....

ArrowLuo

SDXL LoRA key not loaded "lora_te2_text_projection.*" (LoRA from OneTrainer)

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### Describe the bug When trying to use a LoRA in Diffusers, created in OneTrainer: These keys are not loaded: ``` Python\Python311\site-packages\diffusers\loaders\lora_conversion_utils.py", line 273, in _convert_kohya_lora_to_diffusers raise ValueError(f"The following keys...

tin2tin

Wrong learning rate scheduler training step count for examples with multi-gpu when setting `--num_train_epochs`

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### Describe the bug I think there are still some problems with the learning rate scheduler. This is resolved when you set `--max_train_steps`, as discussed in #3954 , but not...

geniuspatrick