Update README.md

README.md

@@ -13,7 +13,7 @@ This model is an int4 model with group_size 128 and symmetric quantization of [t
 from auto_round import AutoRoundConfig  ##must import for auto_round format
 from transformers import AutoModelForCausalLM, AutoTokenizer
 
-quantized_model_dir = "OPEA/falcon3-3B-int4-sym-awq-inc"
+quantized_model_dir = "OPEA/Falcon3-3B-Base-int4-sym-awq-inc"
 tokenizer = AutoTokenizer.from_pretrained(quantized_model_dir)
 model = AutoModelForCausalLM.from_pretrained(
     quantized_model_dir,
@@ -70,7 +70,7 @@ text = "There is a girl who likes adventure,"
 pip3 install lm-eval==0.4.5
 
 ```bash
-auto-round --model "OPEA/falcon3-3B-int4-sym-awq-inc" --eval --eval_bs 16  --tasks lambada_openai,hellaswag,piqa,winogrande,truthfulqa_mc1,openbookqa,boolq,arc_easy,arc_challenge,mmlu
+auto-round --model "OPEA/Falcon3-3B-Base-int4-sym-awq-inc" --eval --eval_bs 16  --tasks lambada_openai,hellaswag,piqa,winogrande,truthfulqa_mc1,openbookqa,boolq,arc_easy,arc_challenge,mmlu
 ```
 
 | Metric                      |  BF16  |  INT4  |