added management of unknown param numbers

app.py

@@ -237,12 +237,13 @@ def select_columns(df: pd.DataFrame, columns: list) -> pd.DataFrame:
     return filtered_df
 
 NUMERIC_INTERVALS = {
-    "< 1.5B": pd.Interval(0, 1.5, closed="both"),
-    "~3B": pd.Interval(1.5, 5, closed="both"),
-    "~7B": pd.Interval(6, 11, closed="both"),
-    "~13B": pd.Interval(12, 15, closed="both"),
-    "~35B": pd.Interval(16, 55, closed="both"),
-    "60B+": pd.Interval(55, 10000, closed="both"),
+    "Unknown": pd.Interval(-1, 0, closed="right"), 
+    "< 1.5B": pd.Interval(0, 1.5, closed="right"),
+    "~3B": pd.Interval(1.5, 5, closed="right"),
+    "~7B": pd.Interval(6, 11, closed="right"),
+    "~13B": pd.Interval(12, 15, closed="right"),
+    "~35B": pd.Interval(16, 55, closed="right"),
+    "60B+": pd.Interval(55, 10000, closed="right"),
 }
 
 def filter_models(

model_info_cache.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0afe4b74916048b8a1d0379a0a0bff55acdc6cd3583cbcc5aa42cf194d019b7a
-size 2841512
+oid sha256:c307938f15bda18b6c38af3d02cc0407d9d8d5345bc31f475af2cbbb33a4f8b5
+size 2895750