We Are ⚡Electric - 5. CivitAI LoRA

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🚗 We Are Electric ⚡

Harnessing the energy of the future, we present a series of LoRAs dedicated to the world of electric cars, EV charging concepts, and more.

Experiment Setup:

Hardware: 6x A6000 GPUs
Special Mention: Lora 5 was trained using the CivitAI trainer.

XYZ @ https://civarchive.com/articles/2719/we-are-electric-xyz

Loras:

Lora FA
- Module: networks.lora_fa
- Dim: 64
- Alpha: 64.0
Lycoris - preset FULL
- Module: lycoris.kohya
- Resolution: 1024x1024
- Preset: full
- Algo: lora
- Dropout: 0.0
Lycroris LoKR preset FULL with SDXL v-prediction
- Preset: full
- Algo: lokr
- Factor: 8
- Dim: 100,000,000
- Alpha: 0.69
LoRA - High Alpha Experiment (1.7GB oversized lora)
- Module: networks.lora
- Dim: 256
- Alpha: 512.0
CivitAI Lora
- Resolution: 1024x1024
- Architecture: stable-diffusion-xl-v1-base/lora
- Learning Rate: 0.0005
- UNet LR: 0.0005
- TE LR: 5e-05
- Network Dim/Rank: 32.0 Alpha: 1.0
- Optimizer: bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)
- Epoch: 15
- Batches per epoch: 455
- Gradient accumulation steps: 1
  Train images: 1820
- Regularization images: 0
  Multires noise iterations: 6.0
- Multires noise discount: 0.3
- Min SNR gamma: 5.0
  UNet weight average magnitude: 4.496516309802129
  UNet weight average strength: 0.016011949140159916
  Text Encoder (1) weight average magnitude: 1.8189308640704058
  Text Encoder (1) weight average strength: 0.009030077111409775
  Text Encoder (2) weight average magnitude: 1.835224805119421
  Text Encoder (2) weight average strength: 0.007039581994775502
FFusion LoRA:
- Description: Merged and scaled using dynamic weights from LoRAS 1-5.

Tags:

futuristic product car shot, charging through city, futuristic car concept, futuristic cars, hydrogen fuel cell vehicle, render of futuristic supercar, by thomas häfner, tesla car, automotive, trending on vehicle design ... and 1988 more!

🌐 FFusion.ai Contact Information

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📧 For collaborations, inquiries, or support: [email protected]
🌍 Locations: Sofia | Istanbul | London

Connect with Us:

🐙 GitHub
😊 Hugging Face
💡 Civitai

Our Websites:

🌐 FFusion.ai
🌌 FFAI.eu
🔗 1e-2.com

Description

CivitAI Lora

Resolution: 1024x1024
Architecture: stable-diffusion-xl-v1-base/lora
Learning Rate: 0.0005
UNet LR: 0.0005
TE LR: 5e-05

Network Dim/Rank: 32.0 Alpha: 1.0

Module: networks.lora

Learning Rate (LR): 0.0005 UNet LR: 0.0005 TE LR: 5e-05

Optimizer: bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)

Scheduler: cosine_with_restarts Warmup steps: 0

Epoch: 15 Batches per epoch: 455 Gradient accumulation steps: 1

Train images: 1820 Regularization images: 0

Multires noise iterations: 6.0 Multires noise discount: 0.3

Min SNR gamma: 5.0 Zero terminal SNR: True Max grad norm: 1.0 Clip skip: 1

FAQ

Comments (5)

denrakeiwOct 24, 2023· 1 reaction

CivitAI

It's interesting to see how the Civitai trainer compares to the other LoRa/Lycoris. I'm curious about an X/Y comparison.

idle

Author

Oct 24, 2023· 1 reaction

give me 30 min bud. uploading them all

CIvitAI actually on a smaller dataset only 910 did really impressive .
the others are trained on 2-3k datasets.
also the final version is interesting by merging them all and scale the weights to 64.
will do XYZ after uploads for sure 🤟 🥃

idle

Author

Oct 24, 2023

Here we go: https://civitai.com/articles/2719/we-are-electric-xyz
🤟 🥃

Dr_DreamOct 24, 2023· 2 reactions

CivitAI

nope, only a V12 can give me erections nowadays

idle

Author

Oct 24, 2023

CivitAI

XYZ @ https://civitai.com/articles/2719/we-are-electric-xyz
🤟 🥃