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| 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 : 27import 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. |
[!WARNING] Trigger words: You should usecollageto trigger the image generation.