momo

pipe.scheduler.sigmas change after forward call

5

### Describe the bug I noticed this issue when trying to manually modify the sigmas in my pipeline scheduler. Despite changing the values in this tensor, the sigmas tensor shrinks...

# What does this PR do? adds custom sigmas and timesteps for StableDiffusionXLControlNet pipeline; users can specify these two arguments in the forward call in accordance with https://github.com/huggingface/diffusers/pull/7817. ## Before...

# What does this PR do? Supports custom sigmas and timesteps for SDXL ControlNet Inpainting and SDXL ControlNet Img2Img pipelines ## Before submitting - [ ] This PR fixes a...

Full SDXL DreamBooth finetuning, LoRA extraction

5

In the dreambooth community, it has been empirically shown that extracting a LoRA results in better performance than directly training a LoRA. Enabling a full dreambooth finetune of SDXL would...

Text encoder errors in both SD3 dreambooth training scripts

6

### Describe the bug Multiple mismatched argument errors in train_dreambooth_sd3.py when training with train_text_encoder set to True. Ordering/assignment errors in train_dreambooth_lora_sd3.py when training with train_text_encoder set to True. ### Reproduction...

SD3 Token Limit?

15

### Describe the bug From the SD3 research paper, it seems that the new context window (token limit) should be 77 + 77 = 154? However, submitting a prompt longer...

essentially the title. i've tried the following: ``` transformer = diffusers.Flux2DTransformer.from_single_file(path_to_kohya_safetensors, torch.dtype=torch.bfloat16) pipeline = diffusers.FluxPipeline.from_pretrained(..., transformer=transformer, torch.dtype=torch.bfloat16) ``` however all generated images have weird artifacts, regardless of checkpoint number i've...

Xlabs controlnets do not work with FluxControlNetInpaintPipeline

11

### Describe the bug errors when Xlabs controlnets are used with FluxControlNetInpaintPipeline ### Reproduction controlnet = FluxControlNet.from_pretrained(“xlabs…”) pipe = FluxControlNetInpaintPipeline.from_pretrained(…, controlnet=controlnet) image = pipe(…) ### Logs ```shell Given groups=1, weight...

poor image quality with flux-dev-fill

4

outpainting from a single product results in very poor image quality with lots of hallucinations. prompt: a beautiful bathroom setting with a large reflective vanity mirror, striped area rug, towel...