Update README.md

README.md

@@ -24,6 +24,9 @@ model-index:
 # Quantized-distilbert-banking77
 
 This model is a statically quantized version of [optimum/distilbert-base-uncased-finetuned-banking77](https://huggingface.co/optimum/distilbert-base-uncased-finetuned-banking77) on the `banking77` dataset.
+
+The model was created using the [optimum-static-quantization](https://github.com/philschmid/optimum-static-quantization) notebook.
+
 It achieves the following results on the evaluation set:
 
 **Accuracy**
@@ -40,8 +43,8 @@ Instance type: AWS c6i.xlarge
 
 | latency | vanilla transformers | quantized optimum model | improvement |
 |---------|----------------------|-------------------------|-------------|
-| p95     | 86.77ms              | 27.03ms                 | 3.21x       |
-| avg     | 62.55ms              | 26.17ms                 | 2.39x       |
+| p95     | 75.69ms              | 26.75ms                 | 2.83x       |
+| avg     | 57.52ms              | 24.86ms                 | 2.31x       |
 
 ## How to use