revert the changes related to skipped names

Author: hongxiayang

vllm/model_executor/models/llama.py

@@ -296,12 +296,6 @@ def sample(
                                    sampling_metadata)
         return next_tokens
 
-    def can_skip_param(self, name: str):
-        # need to skip the names for model (e.g. llama2 70b) as those are not in the param_dict
-        # when loading weights
-        skip_name_list = [".bias", "g_idx", "qweight", "qzeros", "scales"]
-        return any(name.endswith(skip_name) for skip_name in skip_name_list)
-
     def load_weights(self,
                      model_name_or_path: str,
                      cache_dir: Optional[str] = None,
@@ -330,15 +324,15 @@ def load_weights(self,
                     continue
                 name = name.replace(weight_name, param_name)
                 # Skip loading extra bias for GPTQ models.
-                if name not in params_dict and self.can_skip_param(name):
+                if name.endswith(".bias") and name not in params_dict:
                     continue
                 param = params_dict[name]
                 weight_loader = param.weight_loader
                 weight_loader(param, loaded_weight, shard_id)
                 break
             else:
                 # Skip loading extra bias for GPTQ models.
-                if name not in params_dict and self.can_skip_param(name):
+                if name.endswith(".bias") and name not in params_dict:
                     continue
                 param = params_dict[name]
                 weight_loader = getattr(param, "weight_loader",