Update README.md

README.md

@@ -11,4 +11,43 @@ pipeline_tag: text-to-image
 tags:
 - comfyui
 - diffusion-single-file
----
+---
+For more information (including how to compress models yourself), check out https://huggingface.co/DFloat11 and https://github.com/LeanModels/DFloat11
+
+Feel free to request for other models for compression as well, although compressing models that do not use the Flux architecture might be slightly tricky for me.
+
+### How to Use
+
+#### ComfyUI
+Follow the instructions here: https://github.com/LeanModels/ComfyUI-DFloat11. After installing the DF11 custom node, use the provided workflow [json](flux1-dev-DF11-workflow.json), or simply replace the "Load Diffusion Model" node of an existing Flux workflow with the "DFloat11 Model Loader" node. If you run into any issues, feel free to leave a comment. The workflow is also embedded in the below [png](flux1-dev-DF11-workflow.png) image.
+
+![](flux1-dev-DF11-workflow.png)
+
+#### `diffusers`
+Refer to this [model](https://huggingface.co/DFloat11/FLUX.1-dev-DF11) instead.
+
+### Compression Details
+
+This is the `pattern_dict` for compressing Flux-based models in ComfyUI:
+
+```python
+pattern_dict_comfyui = {
+    "double_blocks\.\d+": (
+        "img_mod.lin",
+        "img_attn.qkv",
+        "img_attn.proj",
+        "img_mlp.0",
+        "img_mlp.2",
+        "txt_mod.lin",
+        "txt_attn.qkv",
+        "txt_attn.proj",
+        "txt_mlp.0",
+        "txt_mlp.2",
+    ),
+    "single_blocks\.\d+": (
+        "linear1",
+        "linear2",
+        "modulation.lin",
+    ),
+}
+```