>>> images[0].save("./gligen-1-4-generation-text-box.jpg") # 将生成的第一张图像保存为 JPEG 文件 ```py # 定义一个名为 StableDiffusionGLIGENPipeline 的类,继承自 DiffusionPipeline 和 StableDiffusionMixin class StableDiffusionGLIGENPipeline(DiffusionPipeline, StableDiffusionMixin): r"""用于使用...
pythonapiwebaideep-learningtorchpytorchunstableimage-generationtext-to-imageimage-to-imagediffusionupscalingimg2imgai-arttxt2imgstable-diffusiondiffusersautomatic1111stable-diffusion-webui UpdatedJun 5, 2024 Python T-GATE: Temporally Gating Attention to Accelerate Diffusion Model for Free!
"masterful/gligen-1-4-generation-text-box", variant="fp16", torch_dtype=torch.float16 ) pipe = pipe.to("cuda") prompt = "a waterfall and a modern high speed train running through the tunnel in a beautiful forest with fall foliage" boxes = [[0.1387, 0.2051, 0.4277, 0.7090], [0.4980...
Grad-TTS for text to audio generation / conditional audio generation We want diffusers to be a toolbox useful for diffusers models in general; if you find yourself limited in any way by the current API, or would like to see additional models, schedulers, or techniques, please open a GitHub...
https://hf.co/docs/diffusers/main/en/using-diffusers/controlling_generation 如果您想直接尝试 ControlNet 的控制效果,我们也能满足!只需点击以下 HuggingFace Spaces 即可尝试控制生成图像: Canny ControlNet Spaces https://hf.co/spaces/diffusers/controlnet-canny ...
text_encoder ([`~transformers.CLIPTextModel`]): # 冻结的文本编码器,使用 CLIP 的大型视觉变换模型 Frozen text-encoder ([clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14)). tokenizer ([`~transformers.CLIPTokenizer`]): ...
Weight prompting is a popular method to increase the importance of some of the elements that appear in a text prompt, as a way to force image generation to obey to those concepts. Becausediffusersis used in multitude of services and projects, we wanted to provide a very flexible way to ado...
This code will tell BentoML that the diffusion model has other methods (e.g. text2img) besides __call__. After re-importing the model, we can have a service that can run both text-to-image generation and image-to-image generation. ...
logger.warning(# 记录警告,表示上下文长度设置过大可能导致生成结果不佳f"You have set{context_length=}which is greater than{self.motion_adapter.config.motion_max_seq_length=}. This can lead to bad generation results.")# 验证加权方案是否在允许的选项中ifweighting_schemenotinallowed_weighting_scheme:...
Unconditional Image Generation DDPM google/ddpm-ema-church-256 Text-to-Image Stable Diffusion Text-to-Image runwayml/stable-diffusion-v1-5 Text-to-Image unclip kakaobrain/karlo-v1-alpha Text-to-Image if DeepFloyd/IF-I-XL-v1.0 Text-guided Image-to-Image Controlnet lllyasviel/sd-contro...