Update README.md

README.md

@@ -33,9 +33,11 @@ It achieves the following results on the evaluation set:
 Latency
 Payload sequence length: 128  
 Instance type: AWS c6i.xlarge  
-Vanilla model: P95 latency (ms) - 86.7772593483096; Average latency (ms) - 62.55 +\- 8.66;  
-Quantized model: P95 latency (ms) - 27.027633551188046; Average latency (ms) - 26.17 +\- 0.66;  
-Improvement through quantization: 2.39x  
+
+| latency | vanilla transformers | quantized optimum model | improvement |
+|---------|----------------------|-------------------------|-------------|
+| p95     | 86.77ms              | 27.03ms                 | 3.21x       |
+| avg     | 62.55ms              | 26.17ms                 | 2.39x       |
 
 ## How to use