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EBook-Creative-Cover-Flux-LoRA
prithivMLmods/EBook-Creative-Cover-Flux-LoRA
EBook-Creative-Cover-Flux-LoRA is a text-to-image model from prithivMLmods. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as creativeml-openrail-m.
All-time downloads
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Repo size
619 MB
Likes
22
Public
Repo makeup
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.safetensors613 MB · 99%
At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Access
- Public
- Created
- Nov 3, 2024
- Updated
- Nov 3, 2024
- SHA
- 1cbced49
Try a prompt
Base models
Model card
From the Hugging Face model README
EBook-Creative-Cover-Flux-LoRA
<Gallery />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.
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Fal Ai
- live
- Replicate
- live
- Wavespeed
- live
- Created
- Nov 3, 2024
- Updated
- Nov 3, 2024