Update README.md

README.md

@@ -107,3 +107,14 @@ gen_images = pipe(
 gen_images.save('out_lin.png')
 ```
 <a href="https://huggingface.co/Adapter/t2iadapter/resolve/main/figs_SDXLV1.0/cond_lin.png"><img width="480" style="margin:0;padding:0;" src="https://huggingface.co/Adapter/t2iadapter/resolve/main/figs_SDXLV1.0/res_lin.png"/></a>
+
+### Training
+
+Our training script was built on top of the official training script that we provide [here](https://github.com/huggingface/diffusers/blob/main/examples/t2i_adapter/README_sdxl.md). 
+
+The model is trained on 3M high-resolution image-text pairs from LAION-Aesthetics V2 with
+
+- Training steps: 20000
+- Batch size: Data parallel with a single gpu batch size of `16` for a total batch size of `256`.
+- Learning rate: Constant learning rate of `1e-5`.
+- Mixed precision: fp16