update adapter argument

README.md

@@ -68,17 +68,28 @@ Access to gated HF repository(ex.[Llama 3](https://huggingface.co/meta-llama/Met
 python eval.py \
     --model_path {directory containing lora adapter or model name} \
     --device {device to use} \
-    --shots {zero, one, two}
+    --shots {zero, one, two} \
+    {--use_adapter}
 ```
 
 ### Example
+#### Use HF model
 ```bash
-python evaluation.py \
+python eval.py \
     --model_path google/gemma-1.1-7b-it \
     --device cuda:0 \
     --shots zero
 ```
 
+#### Use adapter
+```bash
+python eval.py \
+    --model_path nota-ai/llama3-8b-adapter-RaCG \
+    --device cuda:0 \
+    --shots zero \
+    --use_adapter
+```
+
 ## Benchmark
 
 |              | Zero-shot | + Fine-tuning (QLoRA) | + In-context learning (3way-1shot) |

eval.py

@@ -28,10 +28,6 @@ def parse_args(args):
 
     args = parser.parse_args(args)
 
-    adpater_path = os.path.join(args.model_path, "adapter_config.json")
-    if os.path.isfile(adpater_path):
-        args.use_adapter = True
-
     return args