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add finetuned models to search space #146

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add finetuned models to search space #146

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90af0d5
add finetuned models to search space
anuragg1209 Aug 21, 2025
0de48fd
Merge branch 'main' into add-finetuned-models-in-search-space
Aug 21, 2025
d2df29a
Update search_space.py
noahho Aug 21, 2025
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12 changes: 6 additions & 6 deletions src/tabpfn_extensions/hpo/search_space.py
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Original file line number Diff line number Diff line change
Expand Up @@ -147,7 +147,7 @@ def get_param_grid_hyperopt(task_type: str) -> dict:
task_type: Either "multiclass" or "regression"

Returns:
Hyperopt search space dictionary
Hyperopt search space dictionary.
"""
search_space = {
# Custom HPs
Expand Down Expand Up @@ -197,11 +197,11 @@ def get_param_grid_hyperopt(task_type: str) -> dict:
if task_type == "multiclass":
model_paths = [
str(local_dir / "tabpfn-v2-classifier.ckpt"),
str(local_dir / "tabpfn-v2-classifier-od3j1g5m.ckpt"),
str(local_dir / "tabpfn-v2-classifier-gn2p4bpt.ckpt"),
str(local_dir / "tabpfn-v2-classifier-znskzxi4.ckpt"),
str(local_dir / "tabpfn-v2-classifier-llderlii.ckpt"),
str(local_dir / "tabpfn-v2-classifier-vutqq28w.ckpt"),
str(local_dir / "tabpfn-v2-classifier-finetuned-od3j1g5m-4svepuy5.ckpt"),
str(local_dir / "tabpfn-v2-classifier-finetuned-gn2p4bpt-xp6f0iqb.ckpt"),
str(local_dir / "tabpfn-v2-classifier-finetuned-znskzxi4-tvvss6bp.ckpt"),
str(local_dir / "tabpfn-v2-classifier-finetuned-llderlii-oyd7ul21.ckpt"),
str(local_dir / "tabpfn-v2-classifier-finetuned-vutqq28w-boexhu6h.ckpt"),
]
elif task_type == "regression":
model_paths = [
Expand Down
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