changed prompt and choice features settings

smokedataset_QA.py

@@ -41,8 +41,8 @@ class smokedataset_QA(datasets.GeneratorBasedBuilder):
                 {
                     "image": datasets.Image(),
                     "label": datasets.ClassLabel(names=_NAMES),
-                    "prompt": _PROMPT,
-                    "choices": _CHOICES
+                    "prompt": datasets.prompt(),
+                    "choices": datasets.choices()
                 }
             ),
             # If there's a common (input, target) tuple from the features, uncomment supervised_keys line below and
@@ -71,13 +71,15 @@ class smokedataset_QA(datasets.GeneratorBasedBuilder):
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
                     "images": dl_manager.iter_archive(data_dir),
-                    "split": "test"
+                    "split": "test",
+                    "prompt": _PROMPT,
+                    "choices": _CHOICES
                 },      
             )
         ]
 
     # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
-    def _generate_examples(self, images, split):
+    def _generate_examples(self, images, prompt, choices, split):
         for file_path, file_obj in images:
             label = file_path.split("/")[1]
             splitfolder = file_path.split("/")[0]
@@ -85,6 +87,6 @@ class smokedataset_QA(datasets.GeneratorBasedBuilder):
                 yield file_path,{
                             "image": {"path": file_path, "bytes": file_obj.read()},
                             "label": label,
-                            "prompt": _PROMPT,
-                            "choices": _CHOICES
+                            "prompt": prompt,
+                            "choices": choices
                         }