Skip to content

feat: convert output to float in distill #320

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

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

feat: convert output to float in distill #320

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
5 changes: 2 additions & 3 deletions model2vec/distill/inference.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -137,10 +137,9 @@ def _encode_with_model(
# NOTE: If the dtype is bfloat 16, we convert to float32,
# because numpy does not suport bfloat16
# See here: https://github.com/numpy/numpy/issues/19808
if hidden.dtype == torch.bfloat16:
hidden = hidden.float()
hidden = hidden.float()
pooler = getattr(outputs, "pooler_output", None)
if pooler is not None and pooler.dtype == torch.bfloat16:
if pooler is not None:
pooler = pooler.float()
return hidden, pooler, encodings_on_device

Expand Down
Loading