Update README.md

README.md

@@ -47,22 +47,22 @@ cd auto-round/examples/language-modeling
 python3 eval_042/evluation.py --model_name "Intel/Qwen2-7B-int4-inc" --eval_bs 16  --tasks lambada_openai,hellaswag,piqa,winogrande,truthfulqa_mc1,openbookqa,boolq,arc_easy,arc_challenge,mmlu,gsm8k,cmmlu,ceval-valid
 ```
 
-| Metric         | BF16   | INT4   | INT4-lmhead |
-| -------------- | ------ | ------ | ----------- |
-| Avg            | 0.6655 | 0.6624 | 0.6597      |
-| mmlu           | 0.6706 | 0.6650 | 0.6584      |
-| cmmlu          | 0.8310 | 0.8151 | 0.8088      |
-| ceval-valid    | 0.8232 | 0.8053 | 0.7979      |
-| lambada_openai | 0.7182 | 0.7254 | 0.7138      |
-| hellaswag      | 0.5823 | 0.5758 | 0.5768      |
-| winogrande     | 0.7222 | 0.7174 | 0.7277      |
-| piqa           | 0.7911 | 0.7905 | 0.7884      |
-| truthfulqa_mc1 | 0.3647 | 0.3599 | 0.3525      |
-| openbookqa     | 0.3520 | 0.3420 | 0.3460      |
-| boolq          | 0.8183 | 0.8168 | 0.8211      |
-| arc_easy       | 0.7660 | 0.7643 | 0.7630      |
-| arc_challenge  | 0.4505 | 0.4625 | 0.4582      |
-| gsm8k 5 shots  | 0.7619 | 0.7710 | 0.7635      |
+| Metric         | BF16   | INT4   | 
+| -------------- | ------ | ------ |
+| Avg            | 0.6655 | 0.6624 |
+| mmlu           | 0.6706 | 0.6650 |
+| cmmlu          | 0.8310 | 0.8151 |
+| ceval-valid    | 0.8232 | 0.8053 |
+| lambada_openai | 0.7182 | 0.7254 |
+| hellaswag      | 0.5823 | 0.5758 |
+| winogrande     | 0.7222 | 0.7174 | 
+| piqa           | 0.7911 | 0.7905 |
+| truthfulqa_mc1 | 0.3647 | 0.3599 |
+| openbookqa     | 0.3520 | 0.3420 |
+| boolq          | 0.8183 | 0.8168 |
+| arc_easy       | 0.7660 | 0.7643 |
+| arc_challenge  | 0.4505 | 0.4625 |
+| gsm8k 5 shots  | 0.7619 | 0.7710 |