Update README.md

README.md

@@ -156,17 +156,7 @@ lm_eval --model hf --model_args pretrained=microsoft/Phi-4-mini-instruct --tasks
 
 ## int8 dynamic activation and int4 weight quantization (8da4w)
 ```
-import lm_eval
-from lm_eval import evaluator
-from lm_eval.utils import (
-    make_table,
-)
-
-lm_eval_model = lm_eval.models.huggingface.HFLM(pretrained=quantized_model, batch_size=64)
-results = evaluator.simple_evaluate(
-    lm_eval_model, tasks=["hellaswag"], device="cuda:0", batch_size="auto"
-)
-print(make_table(results))
+lm_eval --model hf --model_args pretrained=pytorch/Phi-4-mini-instruct-8da4w --tasks hellaswag --device cuda:0 --batch_size 64
 ```
 
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