Instructions to use HeartandSoul/Jennifer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use HeartandSoul/Jennifer with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("stable-diffusion-v1-5/stable-diffusion-v1-5", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("HeartandSoul/Jennifer") prompt = "an image of Jennifer, posing in bikini, at a tropical beach, realistic hands, natural eyes, extremely detailed, high resolution" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
| tags: | |
| - text-to-image | |
| - lora | |
| - diffusers | |
| - template:diffusion-lora | |
| widget: | |
| - output: | |
| url: images/ff02f14c-7833-478c-8ef5-37d465b7dd46.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/f955afa3-dbc6-4922-adcd-ccc141953fad.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/f173384d-8d1f-48c1-b78d-537a53d336a8.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/efaf9e25-ad41-40d8-9041-744f46705882.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/98f1a41c-956f-4305-b4fd-bcb620be9045.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/7830b725-1ae8-478e-ad4d-a64a11146fe6.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/7451d509-d0e0-4288-b567-6ff4ba2fc05c.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/705cf5c9-80f8-4ccf-a0cf-89c0cff1f3e2.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/6c15eb92-9c66-44c6-bb89-78e04498d812.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| - output: | |
| url: images/31d20c01-706c-4414-bd9b-2b0a3921822d.png | |
| text: >- | |
| an image of Jennifer, posing in bikini, at a tropical beach, realistic | |
| hands, natural eyes, extremely detailed, high resolution | |
| parameters: | |
| negative_prompt: >- | |
| bad quality, low resolution, ugly, mutaded hands, cross-eyes, | |
| "embedding:negative" | |
| base_model: stable-diffusion-v1-5/stable-diffusion-v1-5 | |
| instance_prompt: Jennifer | |
| # Jennifer | |
| <Gallery /> | |
| ## Model description | |
| Jennifer is a SD1.5 lora trained with SDXL generated images. | |
| The dataset was made a while ago with SDXL of a latin woman, while using controlnet for vareous poses, and detailers for the hands and eyes. (comfyui). | |
| Training was done with AI-toolkiit on the SD1.5 base model. Not the easiest model to fully control. | |
| It was trained on an exreme small data set consisting of roughtly 7 images. | |
| the lora is very weak !!! | |
| works with a range of 32 - 46 steps | |
| DPM++SDE, DPM 2M SDE, UniPC (32 steps), Euler a | |
| sheduler: karras and simple | |
| lora weights: 0.85 to start with, you can drop to 0.65 or up to 1.25, | |
| to support the lora one could use an IPAdapter with an example image from the page to improve quality (weight: 0.1 <> 0.5) otherwise the lora will collapse | |
| Adetailer: eye detailers work, for the hands it's seldom a succes. | |
| Controlnets for openpose can be used, again low weights | |
| My advise is to generate with a realism model and after the Ksampler/VAE decode -> encode again with an SDXL VAE -> Ksampler for SDXL -> upscale with model -> ESRGAN X2 plus gives good results | |
| use a realism SDXL model, | |
| latent text encoders: (positive latent: quality prompt)(negative prompt: negative quality) | |
| Ksampler settings: (denoise 0.1 <> 0.3) | |
| (samplers: DPM++SDE or DPM++2M SDE) | |
| (shedulers: simple, exponentional, SGM_uniform may give nice results to) | |
| (use seperate seed) | |
| (septs: 32 - 42 don't push it to high) | |
| ## Trigger words | |
| You should use `Jennifer` to trigger the image generation. | |
| Aditionally "latin", "woman","1girl", "seductive" can be used to support the lora | |
| ## Download model | |
| [Download](/HeartandSoul/Jennifer/tree/main) them in the Files & versions tab. | |