Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Key error bug fixing (when using gpt-j-6B with MEMIT) #10

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Key error bug fixing (when using gpt-j-6B with MEMIT) #10

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
8 changes: 5 additions & 3 deletions rome/repr_tools.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -128,6 +128,8 @@ def _batch(n):

def _process(cur_repr, batch_idxs, key):
nonlocal to_return
if len(cur_repr)==0:
return
cur_repr = cur_repr[0] if type(cur_repr) is tuple else cur_repr
for i, idx_list in enumerate(batch_idxs):
to_return[key].append(cur_repr[i][idx_list].mean(0))
Expand All @@ -154,6 +156,6 @@ def _process(cur_repr, batch_idxs, key):
to_return = {k: torch.stack(v, 0) for k, v in to_return.items() if len(v) > 0}

if len(to_return) == 1:
return to_return["in"] if tin else to_return["out"]
else:
return to_return["in"], to_return["out"]
single_key = list(to_return.keys())[0]
dummy_tensor = torch.zeros_like(to_return[single_key], device="cuda")
return (to_return["in"], dummy_tensor) if (single_key=="in" and tin) else (dummy_tensor, to_return["out"])