Upload README.md

README.md

@@ -16,6 +16,10 @@ library_name: diffusers
 ---
 # Krea 2 Turbo SDNQ Dynamic INT4
 
+![bf16 vs SDNQ int4 comparison](comparison_bf16_vs_sdnq.png)
+
+*Left: original bf16  ·  Right: this SDNQ int4 model (same prompt and seed).*
+
 This is an int4 quantized version of [krea/Krea-2-Turbo](https://huggingface.co/krea/Krea-2-Turbo) using [SDNQ](https://github.com/Disty0/sdnq) (SD.Next Quantization) with the dynamic option and Hadamard Rotation.
 
 Note: You need SDNQ v0.2.0 or v0.2.2 and above (v0.2.1 is incompatible)
@@ -26,9 +30,7 @@ You can find ready-to-use scripts in the [diffusers-recipes](https://github.com/
 
 ## Sample image
 
-![Sample generation](sample_benchmark.png)
-
-The sample above was generated with the following prompt and settings (seed `7`):
+The quantized (right) image above was generated with the following prompt and settings (seed `7`):
 
 ```python
 import sdnq  # register the SDNQ backend before loading