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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...

neuron-party

Segmentation fault (core dump) in the TextToVideoZeroPipeline inference

2

### Describe the bug Segmentation fault (core dump) in the TextToVideoZeroPipeline inference ### Reproduction Following https://huggingface.co/docs/diffusers/v0.29.0/en/api/pipelines/text_to_video_zero#usage-example ``` import torch from diffusers import TextToVideoZeroPipeline model_id = "runwayml/stable-diffusion-v1-5" pipe = TextToVideoZeroPipeline.from_pretrained(model_id, torch_dtype=torch.float16).to("cuda")...

hyunW3

SD3 and Gradient checkpointing gives error and crashes

5

### Describe the bug **Describe the bug** Activating --gradient_checkpointing in either Lora or DB scripts for SD3 causes: TypeError: layer_norm(): argument 'input' (position 1) must be Tensor, not tuple, which...

bluvoll

`.from_single_file` breaking in v28.2 if model_index.json is empty, unintuitive logs

9

### Describe the bug I've been using diffuser for couple months, primarily for `StableDiffusionPipeline` and `StableDiffusionXLPipeline` image inference using a downloaded .safetensors A while back I upgraded to v28.2 and...

underscore-en

There is no create_diffusers_controlnet_model_from_ldm function in single_file_utils.py

2

### Describe the bug in diffusers/loaders/controlnet.py, there is from .single_file_utils import ( create_diffusers_controlnet_model_from_ldm, fetch_ldm_config_and_checkpoint, ) But, there is no create_diffusers_controlnet_model_from_ldm function in single_file_utils.py ### Reproduction from .single_file_utils import ( create_diffusers_controlnet_model_from_ldm,...

meng-yuan321

Error(s) in initializing SD3ControlNetModel by from_transformer

9

### Describe the bug  ### Reproduction ```python from diffusers.models.controlnet_sd3 import SD3ControlNetModel from diffusers.models.transformers import SD3Transformer2DModel transformer = SD3Transformer2DModel.from_pretrained( "stabilityai/stable-diffusion-3-medium-diffusers", subfolder="transformer") controlnet = SD3ControlNetModel.from_transformer(transformer) ``` ### Logs _No response_ ###...

ChenhLiwnl

Add vae_roundtrip.py example

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# What does this PR do? Adds `examples/inference/vae_roundtrip.py` to demonstrate VAE inference without any other models or pipelines. ## Before submitting - [ ] This PR fixes a typo or...

thomaseding

pixart sigma: callbacks(interrupt, latent, pos/neg embeds) and cfg_rescale

5

# What does this PR do? This PR refactors the pipeline to mirror other common pipelines by adding in `callback_on_step_end` and `callback_on_step_end_tensor_inputs`, along with cfg rescaling. In the callbacks, you...

RandomGitUser321

Deteriorated Quality for DPM++ 2M Generations

4

### Describe the bug In Invoke's 3.6.3 version, we updated to the latest Diffusers available at the time (.26) for the benefit of the scheduler fixes. A user has provided...

hipsterusername

train_text_to_image_lora.py raise ValueError("Attempting to unscale FP16 gradients.")

10

### Describe the bug When looking at the **examples/text_to_image** documentation, I experimented with the **train_text_to_image_lora.py** following the examples in the documentation. But I found that the run with ```raise ValueError("Attempting...

billvsme