Update README.md

README.md

@@ -22,7 +22,14 @@ This model was quantized using the following open-source tool:
 There are two models - FP8 and FP8-balanced
 
 - FP8 (2.4GB) : (***recommend***) maximize generation speed while preserving quality as much as possible.
-- FP8-balanced : (***Personal Preference***) retain the prefix and suffix blocks intact, while exclusively modifying the Self-Attention and MLP layers. As a result, its performance is remarkably close to the original BF16 model.
+- FP8-balanced (2.7GB) : (***Personal Preference***) retain the prefix and suffix blocks intact, while exclusively modifying the Self-Attention and MLP layers. As a result, its performance is remarkably close to the original BF16 model.
+
+| quant      | sample               |
+|------------|----------------------|
+| **bf16**       |![Anima_Base_v1_00001_](https://cdn-uploads.huggingface.co/production/uploads/6a1af8de8e92da1d819b0197/RcoUaA1m8gM5a8h4-zAZg.png)|
+| **fp8**        |![Anima_Base_v1_fp8_00001_](https://cdn-uploads.huggingface.co/production/uploads/6a1af8de8e92da1d819b0197/4qRM9E4dcog7S2BwVAo7x.png)|
+| **fp8-balanced** |![Anima_Base_v1_fp8_balanced_00001_](https://cdn-uploads.huggingface.co/production/uploads/6a1af8de8e92da1d819b0197/hBvFppfU_IyR0MLLAERFY.png)|
+
 
 ## Quantized layers