Create README.md


README.md

@@ -0,0 +1,26 @@
+## Model description
+This model trained based on Stable Diffusion 1.5 model to create isometric cities, venues, etc more precisely.
+
+## Intended uses & limitations
+Do not use for commercial purposes.
+
+## Training procedure
+Trained on a WSL2 Ubuntu machine with DreamBooth.
+
+### Training hyperparameters
+The following hyperparameters were used during training:
+  --with_prior_preservation --prior_loss_weight=1.0 \
+  --instance_prompt="an illustration of an isometric city, digital art, highly detailed" \
+  --class_prompt="isometric city" \
+  --resolution=512 \
+  --train_batch_size=1 \
+  --mixed_precision="fp16" \
+  --gradient_accumulation_steps=1 --gradient_checkpointing \
+  --use_8bit_adam \
+  --learning_rate=5e-6 \
+  --lr_scheduler="constant" \
+  --lr_warmup_steps=0 \
+  --num_class_images=50 \
+  --max_train_steps=1500
+
+### Training results