UI stuff

app.py

@@ -171,29 +171,44 @@ with demo:
                             elem_id="column-select",
                             interactive=True,
                         )
-                    # Minimizing amount of front content.
                     with gr.Row():
-                        deleted_models_visibility = gr.Checkbox(
-                            value=False, label="Show gated/private/deleted models", interactive=True, visible=False,
-                        )
+                        with gr.Accordion("Advanced options [WIP]", open=False):
+                            shown_columns_advanced = gr.CheckboxGroup(
+                                choices=[
+                                    c.name
+                                    for c in fields(AutoEvalColumn)
+                                    if c.advanced and not c.hidden and not c.never_hidden and not c.dummy
+                                ],
+                                value=[
+                                    c.name
+                                    for c in fields(AutoEvalColumn)
+                                    if c.advanced and not c.hidden and not c.never_hidden and not c.dummy
+                                ],
+                                label="Select model details to show",
+                                elem_id="column-select",
+                                interactive=True,
+                            )
+                            deleted_models_visibility = gr.Checkbox(
+                                value=False, label="Show gated/private/deleted models", interactive=True, visible=True,
+                            )
                 with gr.Column(min_width=320):
                     #with gr.Box(elem_id="box-filter"):
                     filter_columns_type = gr.CheckboxGroup(
-                        label="Model types",
+                        label="Select model types to show",
                         choices=[t.to_str() for t in ModelType],
                         value=[t.to_str() for t in ModelType],
                         interactive=True,
                         elem_id="filter-columns-type",
                     )
                     filter_columns_precision = gr.CheckboxGroup(
-                        label="Precision",
+                        label="Select precision levels to show",
                         choices=[i.value.name for i in Precision],
                         value=[i.value.name for i in Precision],
                         interactive=True,
                         elem_id="filter-columns-precision",
                     )
                     filter_columns_size = gr.CheckboxGroup(
-                        label="Model sizes (in billions of parameters)",
+                        label="Select model sizes (in billions of parameters) to show",
                         choices=list(NUMERIC_INTERVALS.keys()),
                         value=list(NUMERIC_INTERVALS.keys()),
                         interactive=True,

src/about.py

@@ -12,9 +12,9 @@ class Task:
 # ---------------------------------------------------
 class Tasks(Enum):
     # task_key in the json file, metric_key in the json file, name to display in the leaderboard 
-    task0 = Task("anli_r1", "acc", "ANLI")
-    task1 = Task("logiqa", "acc_norm", "LogiQA")
-    task2 = Task("toxigen", "acc", "Toxicity")
+    task0 = Task("toxigen", "acc", "Toxicity")
+    task1 = Task("anli_r1", "acc", "ANLI")
+    task2 = Task("logiqa", "acc_norm", "LogiQA")
 
 NUM_FEWSHOT = 0 # Change with your few shot MEG NOTE: Not sure what that means.
 # ---------------------------------------------------
@@ -32,7 +32,7 @@ LLM_BENCHMARKS_TEXT = f"""
 ## How it works
 
 ## Reproducibility
-To reproduce these results, here is the command you can run:
+To reproduce the toxicity results, here is the command you can run:
 
 ```python main.py --model=hf-causal-experimental --model_args="pretrained=<your_model>,use_accelerate=True" --tasks=toxigen --batch_size=1 --output_path=<output_path>```
 

src/display/utils.py

@@ -16,7 +16,7 @@ def fields(raw_class):
 class ColumnContent:
     name: str
     type: str
-    displayed_by_default: bool = False
+    displayed_by_default: bool
     hidden: bool = False
     never_hidden: bool = False
     dummy: bool = False