Want to produce AI artwork with a distinctive style? Lora is the perfect solution. Here are the basic steps to create a Lora style:
Prepare a Dataset: Collect a minimum of 10 high-quality images that represent the desired style.
Upload to Tensor Art: Upload the image dataset to the Tensor Art platform.
Create Captions: Use a captioning model like Florence2 to provide text descriptions for each image.
Lora configuration: Set Lora parameters such as dimensions, learning rate, and number of iterations.
Train the Model: Train the Lora model using the Tensor Art platform.
Example Settings:
Network ModuleLoRA
Model Dasar Illustrious-XL - v0.1
Kata Pemicu Pixel Style
Ulangi 20
Epoch 10
Simpan Setiap N Epoch 1
Biji-
Clip Skip-
Laju Pembelajaran Enkoder Teks 0.00001
Laju Pembelajaran Unet 0.0001
Penjadwal L Rconstant
Pengoptimal AdamW8bit
Dimensi Jaringan 64
Alpha Jaringan 32
Gradient Accumulation Steps-
Acak keterangan-
Simpan n token 1
Penggeseran Noise 0.03
Diskon Noise Multires 0.1
Iterasi Noise Multires 10
dim_conv-
alpha_conv-
Batch Size2
