3D-Render-Flux-LoRA / README.md
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metadata
tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
  - 3D Portrait
  - 3D render
widget:
  - text: >-
      3D Portrait, An eye-level perspective, a close-up of a young childs face,
      is depicted in a multi-colored, monochromatic fashion. The childs eyes are
      a piercing blue, and her hair is a vibrant shade of green, with a mix of
      brown and orange highlights. Her hair is pulled back in a ponytail, adding
      a pop of color to the scene. She is wearing a white turtleneck, and the
      background is a pale purple. Her eyebrows are a darker shade of brown,
      while her lips are a lighter shade of blue. Her nose is adorned with a
      tiny red dot.
    output:
      url: images/3D1.png
  - text: >-
      3D Portrait, A detailed close-up of a cats face, adorned with a vibrant
      pink hue. The cats whiskers, adding a pop of color to the scene. The
      background is a deep purple, creating a stark contrast to the cats fur.
      The cats eyes are open, as if they are looking to the right. The ears of
      the cat are pointed, adding to the overall composition of the image.
    output:
      url: images/3D2.png
  - text: >-
      3D Portrait, 3d render of a Hamburger, in the style of light magenta and
      light green, macro lens, light purple and light gold, pastelcore,
      characterful portraits, zbrush, 3d render, unreal engine 
    output:
      url: images/3D3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: 3D Portrait
license: creativeml-openrail-m

3D-Render-Flux-LoRA

Prompt
3D Portrait, An eye-level perspective, a close-up of a young childs face, is depicted in a multi-colored, monochromatic fashion. The childs eyes are a piercing blue, and her hair is a vibrant shade of green, with a mix of brown and orange highlights. Her hair is pulled back in a ponytail, adding a pop of color to the scene. She is wearing a white turtleneck, and the background is a pale purple. Her eyebrows are a darker shade of brown, while her lips are a lighter shade of blue. Her nose is adorned with a tiny red dot.
Prompt
3D Portrait, A detailed close-up of a cats face, adorned with a vibrant pink hue. The cats whiskers, adding a pop of color to the scene. The background is a deep purple, creating a stark contrast to the cats fur. The cats eyes are open, as if they are looking to the right. The ears of the cat are pointed, adding to the overall composition of the image.
Prompt
3D Portrait, 3d render of a Hamburger, in the style of light magenta and light green, macro lens, light purple and light gold, pastelcore, characterful portraits, zbrush, 3d render, unreal engine

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

Model description

prithivMLmods/3D-Render-Flux-LoRA

Image Processing Parameters

Parameter Value Parameter Value
LR Scheduler constant Noise Offset 0.03
Optimizer AdamW Multires Noise Discount 0.1
Network Dim 64 Multires Noise Iterations 10
Network Alpha 32 Repeat & Steps 27 & 3000
Epoch 15 Save Every N Epochs 1
Labeling: florence2-en(natural language & English)

Total Images Used for Training : 19 [ Hi-RES ]

Best Dimensions

  • 1024 x 1024 (Default)

Setting Up

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/3D-Render-Flux-LoRA"
trigger_word = "3D Portrait, 3d render"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

Data source

- https://freeflo.ai/

Trigger words

You should use 3D Portrait, 3d render to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.