metadata

license: other
license_name: bespoke-lora-trained-license
license_link: >-
  https://multimodal.art/civitai-licenses?allowNoCredit=True&allowCommercialUse=Image&allowDerivatives=True&allowDifferentLicense=True
tags:
  - text-to-image
  - stable-diffusion
  - lora
  - diffusers
  - template:sd-lora
  - migrated
  - photorealistic
  - female
  - woman
  - celebrity
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: 3mm4w
widget:
  - text: '3mm4w,  photo of a woman''s face '
    output:
      url: 24659741.jpeg
  - text: >-
      3mm4w, candid photo of a young woman wearing a yellow sports jacket and a
      graphic tee smiling and looking at the viewer, upper body focus 
    output:
      url: 24659522.jpeg
  - text: >-
      3mm4w, candid photo of a young woman with blonde hair wearing a white
      turtleneck sweater looking at the viewer, pensive expression 
    output:
      url: 24659715.jpeg
  - text: 3mm4w, photo of a woman's face
    output:
      url: 24423773.jpeg
  - text: >-
      3mm4w, photo of a woman wearing hogwarts school uniform holding a book
      looking at the viewer standing in the yard of medieval castle 
    output:
      url: 24423776.jpeg
  - text: >-
      3mm4w, candid photo of a young woman with blonde hair wearing a white
      turtleneck sweater looking at the viewer, pensive expression
    output:
      url: 24424281.jpeg
  - text: >-
      3mm4w, photo of a woman wearing a red sweater siting next to a window
      overlooking a forest, sunlight spreads across her face as she smiles, cozy
      interior
    output:
      url: 24423774.jpeg
  - text: >-
      3mm4w, photo of a woman wearing a white shirt, leather jacket and jeans
      posing for a photograph in a garage
    output:
      url: 24423775.jpeg
  - text: >-
      3mm4w, photo of a young woman dressed in an elaborate Victorian-era gown
      with intricate lace and velvet detailing, is attending a grand masquerade
      ball. Her mask is adorned with feathers and gemstones, and her expression
      is a mix of intrigue and mystery as she glides gracefully across the
      ballroom floor. The setting is opulent, with chandeliers casting a warm
      glow over elegantly dressed guests. Illustrate this in a classical,
      romantic style with soft lighting and rich textures
    output:
      url: 24423777.jpeg
  - text: >-
      3mm4w, an early 2000s-style photo of a young glamorous woman posing on the
      red carpet at a movie premiere. She’s wearing a sleek, metallic silver
      evening gown , paired with strappy stilettos and oversized hoop earrings.
      Her hair is styled in voluminous waves with a side part, and her makeup
      features a smoky eye and glossy lips. The background is a bustling red
      carpet event with photographers snapping pictures, velvet ropes, and movie
      posters. The overall tone should reflect the vibrant, glitzy aesthetics of
      early 2000s Hollywood with warm, high-contrast lighting and a slight lens
      flare for that classic premiere effect.
    output:
      url: 24423779.jpeg
  - text: >-
      3mm4w, candid photo of a young woman wearing a yellow sports jacket and a
      graphic tee smiling and looking at the viewer, upper body focus
    output:
      url: 24423990.jpeg

Emma Watson / Hermione Granger - [Flux, Pony, SD1.5]

Prompt
3mm4w, candid photo of a young woman wearing a yellow sports jacket and a graphic tee smiling and looking at the viewer, upper body focus

Prompt
3mm4w, candid photo of a young woman with blonde hair wearing a white turtleneck sweater looking at the viewer, pensive expression

Prompt
3mm4w, photo of a woman wearing hogwarts school uniform holding a book looking at the viewer standing in the yard of medieval castle

Prompt
3mm4w, photo of a woman wearing a red sweater siting next to a window overlooking a forest, sunlight spreads across her face as she smiles, cozy interior

Prompt
3mm4w, photo of a woman wearing a white shirt, leather jacket and jeans posing for a photograph in a garage

Prompt
3mm4w, photo of a young woman dressed in an elaborate Victorian-era gown with intricate lace and velvet detailing, is attending a grand masquerade ball. Her mask is adorned with feathers and gemstones, and her expression is a mix of intrigue and mystery as she glides gracefully across the ballroom floor. The setting is opulent, with chandeliers casting a warm glow over elegantly dressed guests. Illustrate this in a classical, romantic style with soft lighting and rich textures

Prompt
3mm4w, an early 2000s-style photo of a young glamorous woman posing on the red carpet at a movie premiere. She’s wearing a sleek, metallic silver evening gown , paired with strappy stilettos and oversized hoop earrings. Her hair is styled in voluminous waves with a side part, and her makeup features a smoky eye and glossy lips. The background is a bustling red carpet event with photographers snapping pictures, velvet ropes, and movie posters. The overall tone should reflect the vibrant, glitzy aesthetics of early 2000s Hollywood with warm, high-contrast lighting and a slight lens flare for that classic premiere effect.

(CivitAI)

Model description

IMPORTANT:
The default model that's available for download is overtrained and will steer heavily toward the default appearance. The prompt adherence to words that change that is very low. To get a more versatile checkpoint, please use one of the other checkpoints that are included in the attached zip file - the lower you go, the more malleable it will get (likeness will also reduce by a bit).
Will rework the training workflow and try to get a better model out soon.

Flux Retrained
Retrained model with the same dataset. I have uploaded the 4000th epoch but some of the earlier epochs might be better. Generating a single image takes >2 minutes on my device so haven't been able to do a good comparison.
Depending on the feedback on this version, will test and release earlier step.

NOTE: I have added multiple checkpoints in a zip file to the model. The default version will have very strong likeness but if you'd like to test earlier steps for better variance, feel free to find a step you like. If you manage to get better gens out of any of the other checkpoints, please post them here and share your params in the comments.

Flux
Recommended strength is 1.
This version was trained (21, 25 images) on Flux.1 Dev. Picked the last model at 4000 steps. Trained on an A40 on runpod - took 3 hours.

I tried running it on schnell but it didn't work, if somebody can figure out how to run it on schnell/schnell-dev-merge, that'd be great - reach out.

Pony

This version was trained (18, 23 images) - (24, 16 repeats) on Pony Realism. Picked the 6th epoch.
The face likeness is pretty good IMO, further training did not improve it.
I have included an image where I used facedetailer/inpainting for the face with my SD 1.5 model. This provides the best output IMO.
Also added a comparison of Pony facedetailer vs 1.5.

V2
LORA trained on 30 publicly available images of Emma Watson.
This model comes with an optional trigger word h3rm10n3to replicate Hermione Granger from the Harry Potter movies.

Trained on base SD 1.5, should work with most models.

Use ADetailer if details are lost and strength of 0.8 should work on most prompts.
Consider leaving a review if you like the model. All feedback is appreciated.

V1
LORA trained on 90 publicly available images of Emma Watson.

Trained on base SD 1.5, should work with most realistic models.

Use ADetailer if details are lost and strength of 1 should work on most prompts.

Trigger words

You should use 3mm4w to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.

Use it with the 🧨 diffusers library

from diffusers import AutoPipelineForText2Image
import torch

device = "cuda" if torch.cuda.is_available() else "cpu"

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to(device)
pipeline.load_lora_weights('Keltezaa/emma-watson-hermione-granger-flux-pony-sd1-5', weight_name='3mm4w-flux.safetensors')
image = pipeline('3mm4w, candid photo of a young woman wearing a yellow sports jacket and a graphic tee smiling and looking at the viewer, upper body focus').images[0]

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers