Update README.md

README.md

@@ -1,3 +1,31 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+datasets:
+- yandex/alchemist
+language:
+- en
+base_model:
+- stabilityai/stable-diffusion-3.5-medium
+---
+
+[Stable Diffusion 3.5 Large Alchemist](https://huggingface.co/yandex/stable-diffusion-3.5-large-alchemist) is finetuned version of [Stable Diffusion 3.5 Large](https://huggingface.co/stabilityai/stable-diffusion-3.5-large) on [Alchemist](https://huggingface.co/datasets/yandex/alchemist) dataset, proposed in the research paper "Alchemist: Turning Public Text-to-Image Data into Generative Gold". Model generates images with improved aesthetics and complexity. Find more details about dataset and training details in the paer
+
+## Using with Diffusers
+Upgrade to the latest version of the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+```
+pip install -U diffusers
+```
+
+and then you can run
+```py
+import torch
+from diffusers import StableDiffusion3Pipeline
+pipe = StableDiffusion3Pipeline.from_pretrained("yandex/stable-diffusion-3.5-large-alchemist", torch_dtype=torch.bfloat16)
+pipe = pipe.to("cuda")
+image = pipe(
+    "A capybara holding a sign that reads Hello World",
+    num_inference_steps=40,
+    guidance_scale=4.5,
+).images[0]
+image.save("capybara.png")
+```