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-int4wo-hqq --tasks hellaswag --device cuda:0 --batch_size 8
 ```
 
-| Benchmark                        |                |                     |
-|----------------------------------|----------------|---------------------|
-|                                  | Phi-4 mini-Ins | phi4-mini-int4wo    | 
-| **Popular aggregated benchmark** |                |                     |
-| mmlu (0-shot)                    | 66.73          |  63.56              |
-| mmlu_pro (5-shot)                | 46.43          |  36.74              |
-| **Reasoning**                    |                |                     |
-| arc_challenge (0-shot)           | 56.91          |  54.86              |
-| gpqa_main_zeroshot               | 30.13          |  30.58              |
-| HellaSwag                        | 54.57          |  53.54              |
-| openbookqa                       | 33.00          |  34.40              |
-| piqa (0-shot)	                   | 77.64          |  76.33              |
-| social_iqa                       | 49.59          |  47.90              |
-| truthfulqa_mc2 (0-shot)          | 48.39          |  46.44              |
-| winogrande  (0-shot)             | 71.11          |  71.51              |
-| **Multilingual**                 |                |                     |
-| mgsm_en_cot_en                   | 60.8           |  59.6               |
-| **Math**                         |                |                     |
-| gsm8k (5-shot)                   | 81.88          |  74.37              |
-| mathqa (0-shot)                  | 42.31          |  42.75              |
-| **Overall**                      | **55.35**      | **53.28**          |
+| Benchmark                        |                |                           |
+|----------------------------------|----------------|---------------------------|
+|                                  | Phi-4-mini-ins | Phi-4-mini-ins-int4wo-hqq | 
+| **Popular aggregated benchmark** |                |                           |
+| mmlu (0-shot)                    | 66.73          |  63.56                    |
+| mmlu_pro (5-shot)                | 46.43          |  36.74                    |
+| **Reasoning**                    |                |                           |
+| arc_challenge (0-shot)           | 56.91          |  54.86                    |
+| gpqa_main_zeroshot               | 30.13          |  30.58                    |
+| HellaSwag                        | 54.57          |  53.54                    |
+| openbookqa                       | 33.00          |  34.40                    |
+| piqa (0-shot)	                   | 77.64          |  76.33                    |
+| social_iqa                       | 49.59          |  47.90                    |
+| truthfulqa_mc2 (0-shot)          | 48.39          |  46.44                    |
+| winogrande  (0-shot)             | 71.11          |  71.51                    |
+| **Multilingual**                 |                |                           |
+| mgsm_en_cot_en                   | 60.8           |  59.6                     |
+| **Math**                         |                |                           |
+| gsm8k (5-shot)                   | 81.88          |  74.37                    |
+| mathqa (0-shot)                  | 42.31          |  42.75                    |
+| **Overall**                      | **55.35**      | **53.28**                 |
  
 
 # Peak Memory Usage