Update README.md

README.md

@@ -192,27 +192,27 @@ lm_eval --model hf --model_args pretrained=microsoft/Phi-4-mini-instruct --tasks
 lm_eval --model hf --model_args pretrained=pytorch/Phi-4-mini-instruct-float8dq --tasks hellaswag --device cuda:0 --batch_size 8
 ```
 
-| Benchmark                        |                |                     |
-|----------------------------------|----------------|---------------------|
-|                                  | Phi-4 mini-Ins | phi4-mini-float8dq  | 
-| **Popular aggregated benchmark** |                |                     |
-| mmlu (0-shot)                    | 66.73          |  66.61              |
-| mmlu_pro (5-shot)                | 46.43          |  44.58              |
-| **Reasoning**                    |                |                     |
-| arc_challenge (0-shot)           | 56.91          |  56.66              |
-| gpqa_main_zeroshot               | 30.13          |  29.46              |
-| HellaSwag                        | 54.57          |  54.55              |
-| openbookqa                       | 33.00          |  33.60              |
-| piqa (0-shot)	                   | 77.64          |  77.48              |
-| social_iqa                       | 49.59          |  49.28              |
-| truthfulqa_mc2 (0-shot)          | 48.39          |  48.09              |
-| winogrande  (0-shot)             | 71.11          |  72.77              |
-| **Multilingual**                 |                |                     |
-| mgsm_en_cot_en                   | 60.8           |  60.0               |
-| **Math**                         |                |                     |
-| gsm8k (5-shot)                   | 81.88          |  80.89              |
-| mathqa (0-shot)                  | 42.31          |  42.51              |
-| **Overall**                      | **55.35**       | **55.11**          |
+| Benchmark                        |                |                               |
+|----------------------------------|----------------|-------------------------------|
+|                                  | Phi-4-mini-ins | Phi-4-mini-instruct-float8dq  | 
+| **Popular aggregated benchmark** |                |                               |
+| mmlu (0-shot)                    | 66.73          |  66.61                        |
+| mmlu_pro (5-shot)                | 46.43          |  44.58                        |
+| **Reasoning**                    |                |                               |
+| arc_challenge (0-shot)           | 56.91          |  56.66                        |
+| gpqa_main_zeroshot               | 30.13          |  29.46                        |
+| HellaSwag                        | 54.57          |  54.55                        |
+| openbookqa                       | 33.00          |  33.60                        |
+| piqa (0-shot)	                   | 77.64          |  77.48                        |
+| social_iqa                       | 49.59          |  49.28                        |
+| truthfulqa_mc2 (0-shot)          | 48.39          |  48.09                        |
+| winogrande  (0-shot)             | 71.11          |  72.77                        |
+| **Multilingual**                 |                |                               |
+| mgsm_en_cot_en                   | 60.8           |  60.0                         |
+| **Math**                         |                |                               |
+| gsm8k (5-shot)                   | 81.88          |  80.89                        |
+| mathqa (0-shot)                  | 42.31          |  42.51                        |
+| **Overall**                      | **55.35**       | **55.11**                    |
 
 # Peak Memory Usage