反向扩散过程、去噪过程、图片生成过程、Sampling 单轮去噪过程、单轮U-Net过程、单轮反向扩散过程 开源的Stable Diffusion 目前AI绘画最火的当属Midjorney和Stable Diffusion,但是由于Midjourney没有开源,因此我们主要分享下Stable Diffusion,后面我们会补充介绍下Midjourney。 公开资料显示,Stable Diffusion是StabilityAI公司...
Stable Diffusion 3除去Diffusion Transformer的架构设计之外,在forward过程的改进、sampling过程的设计、压缩模型、captions、数据清洗等多个角度展现了其独到之处,无论是从工程项目还是从学术研究的角度来看,都有许多的可取之处。Stable Diffusion 3能否在CVPR 2022年的Latent Diffusion Models那样给CV社区重新注入活力,乃至...
在 Stable Diffusion 中，采样步数与采样器之间存在一定的关系。采样器是指用于生成随机高斯噪声的设备或算法，它直接影响着采样步骤中的噪声水平。不同的采样器可能会需要不同的采样步数来达到相同的降噪效果。因此，在选择采样步数时，我们需要综合考虑采样器的性能以及所需的降噪程度，以达到最佳的结果。通过本文的介...
LoRAs (Low-Rank Adaptations) are smaller files (anywhere from 1MB ~ 200MB) that you combine with an existing Stable Diffusion checkpoint models to introduce new concepts to your models, so that your m
The sampling mode of the diffusion denoising algorithm. Different sampling methods deliver different effects. Select an appropriate sampling method based on your needs. Euler a, DPM++ 2s a, and DPM++ 2s a Karras are similar in the overall composition of the image. Euler, DPM++ 2m and DPM++...
3 Surprising Use-cases for Branching in Airflow you’ve not seen before Introduction How often is it that you’re writing a Data Pipeline and then you wish… Hugo Lu August 2, 2024 4 min read Unfair Bias Across Gender, Skin Tones & Intersectional Groups in Generated Stable Diffusion Images...
Using a premixed flat flame, the aggregation process of thermally stable particles was studied. Based on the theoretical descriptions of the reaction limited aggregation process (RLAP) and the diffusion limited aggregation process (DLAP), the entire aggregation process was explained by a combination of...
Running Stable Diffusion in JAX on Intel GPUs Install Required Packages pipinstallflax==0.7.0 transformers==4.27.4 diffusers==0.16.1 datasets==2.12.0 msgpack==1.0.7sudoaptinstallnumactl Run Stable Diffusion Inference Image generation with Stable Diffusion is used for a wide range...
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX. - diffusers/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py at main · huggingface/diffusers
If `enable_vae_slicing` was previously enabled, this method will go back to computing decoding in one step.""" self.vae.disable_slicing() # Copied from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion.StableDiffusionPipeline.enable_vae_tiling ...