metadata

tags:
  - text-to-image
  - lora
  - diffusers
  - template:diffusion-lora
widget:
  - text: >-
      EBook Cover, An eye-level view of an ancient ruins, with the words "ECHOES
      OF THE PAST" written in gold in the center of the image. The ruins are
      made of stone, and the pillars are adorned with intricate carvings. In the
      background, a mountain can be seen. The sky is a muted yellow, and at the
      top, the word "By Cesar Blair" is written in a bold black font.
    output:
      url: images/E1.png
  - text: >-
      EBook Cover, Captured in a close-up, eye-level perspective, the cover of
      the book "Devond The SKIES" features a torn brown background with a white
      outline in the center of the cover. The title, "devond the skies" is
      written in a bold, white font. Below the title, the author name, "By
      Steven Brown," is in a smaller font beneath the title.
    output:
      url: images/E2.png
  - text: >-
      EBook Cover, A poster of a woman in a black dress, standing in front of a
      circular window. The womans face is tilted upward, and her eyes are
      closed. The background of the poster is black, and the womans hair is wet.
      The window is cracked, and there is a light shining through the window.
      Below the window, the words "The INVADERS" are written in blue letters,
      and "By James Stall" is written in white letters.
    output:
      url: images/E3.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: EBook Cover
license: creativeml-openrail-m

EBook-Creative-Cover-Flux-LoRA

Prompt
EBook Cover, An eye-level view of an ancient ruins, with the words "ECHOES OF THE PAST" written in gold in the center of the image. The ruins are made of stone, and the pillars are adorned with intricate carvings. In the background, a mountain can be seen. The sky is a muted yellow, and at the top, the word "By Cesar Blair" is written in a bold black font.

Prompt
EBook Cover, Captured in a close-up, eye-level perspective, the cover of the book "Devond The SKIES" features a torn brown background with a white outline in the center of the cover. The title, "devond the skies" is written in a bold, white font. Below the title, the author name, "By Steven Brown," is in a smaller font beneath the title.

Prompt
EBook Cover, A poster of a woman in a black dress, standing in front of a circular window. The womans face is tilted upward, and her eyes are closed. The background of the poster is black, and the womans hair is wet. The window is cracked, and there is a light shining through the window. Below the window, the words "The INVADERS" are written in blue letters, and "By James Stall" is written in white letters.

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/EBook-Creative-Cover-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	23 & 2240
Epoch	15	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 17 [ Hi-RES ]

Best Dimensions

1024 x 1024 (Default)
768 x 1024

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/EBook-Creative-Cover-Flux-LoRA"
trigger_word = "EBook Cover"  
pipe.load_lora_weights(lora_repo)

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

Data source

- https://playground.com/

Sample 768 x 1024

Prompt
Close-up, eye-level view of a mysterious eBook cover titled "The Lost Path." The background is a worn, dark blue, with faint compass markings across the cover. The title, "The Lost Path," is written in a bold, metallic silver font, slightly distressed. Beneath the title, the author's name, "By Caroline Grey," appears in a smaller, elegant font in white.

Trigger words

You should use EBook Cover to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.