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prithivMLmods/Castor-Collage-Dim-Flux-LoRA
Castor-Collage-Dim-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.
Downloads · 30 days
25
1% of all-time downloads
All-time downloads
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.safetensors613 MB · 100%
From the Hugging Face model README
The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.
prithivMLmods/Castor-Collage-Dim-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 | 28 & 3.2k |
| Epoch | 12 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 27
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/Castor-Collage-Dim-Flux-LoRA"
trigger_word = "collage" # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)

| Prompt |
|---|
| A dynamic scene from GTA (Grand Theft Auto) is depicted in a collage of multiple panels. The background is a gritty, urban cityscape with neon lights casting vibrant shades of purple, blue, and orange, capturing the chaotic energy of the city at night. A character in casual streetwear, holding a bag of cash in one hand and a weapon in the other, stands confidently, slightly facing the right side of the frame. The character has a focused expression, exuding a sense of rebellion and risk. The entire frame is outlined in dark gray, creating a bold contrast with the vibrant city lights and shadowed streets, evoking the intense, action-packed vibe of GTA. |
/project-root/
├── .gitattributes
├── README.md
├── app.py
├── pythonproject.py
[!WARNING] Trigger words: You should use
collageto trigger the image generation.
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.