Update README.md

README.md

@@ -107,12 +107,10 @@ ds = load_dataset("neuralmagic/LLM_compression_calibration", split="train")
 ds = ds.shuffle().select(range(num_samples))
 ds = ds.map(preprocess_fn)
 
-recipe = GPTQModifier(
-  targets="Linear",
-  scheme="W8A8",
-  ignore=["lm_head"],
-  dampening_frac=0.1,
-)
+recipe = [
+  SmoothQuantModifier(smoothing_strength=0.7),
+  GPTQModifier(scheme="W8A8", targets="Linear", ignore=["lm_head"]),
+]
 
 model = SparseAutoModelForCausalLM.from_pretrained(
   model_id,