Skip to content

[GIT] Convert more checkpoints #21245

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

Merged
NielsRogge merged 2 commits into from
Jan 23, 2023
Merged

[GIT] Convert more checkpoints #21245

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
9a55c61
Extend conversion script
Jan 22, 2023
4f34e05
Remove print statement
Jan 22, 2023
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
13 changes: 12 additions & 1 deletion src/transformers/models/git/convert_git_to_pytorch.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -246,6 +246,11 @@ def convert_git_checkpoint(model_name, pytorch_dump_folder_path, push_to_hub=Fal
"git-large-msrvtt-qa": (
"https://publicgit.blob.core.windows.net/data/output/GIT_LARGE_MSRVTT_QA/snapshot/model.pt"
),
"git-large-r": "https://publicgit.blob.core.windows.net/data/output/GIT_LARGE_R/snapshot/model.pt",
"git-large-r-coco": "https://publicgit.blob.core.windows.net/data/output/GIT_LARGE_R_COCO/snapshot/model.pt",
"git-large-r-textcaps": (
"https://publicgit.blob.core.windows.net/data/output/GIT_LARGE_R_TEXTCAPS/snapshot/model.pt"
),
}

model_name_to_path = {
Expand All @@ -258,7 +263,7 @@ def convert_git_checkpoint(model_name, pytorch_dump_folder_path, push_to_hub=Fal

# define GIT configuration based on model name
config, image_size, is_video = get_git_config(model_name)
if "large" in model_name and not is_video:
if "large" in model_name and not is_video and "large-r" not in model_name:
# large checkpoints take way too long to download
checkpoint_path = model_name_to_path[model_name]
state_dict = torch.load(checkpoint_path, map_location="cpu")["model"]
Expand Down Expand Up @@ -349,6 +354,12 @@ def convert_git_checkpoint(model_name, pytorch_dump_folder_path, push_to_hub=Fal
expected_slice_logits = torch.tensor([-1.0113, -1.0114, -1.0113])
elif model_name == "git-large-msrvtt-qa":
expected_slice_logits = torch.tensor([0.0130, 0.0134, 0.0131])
elif model_name == "git-large-r":
expected_slice_logits = torch.tensor([-1.1283, -1.1285, -1.1286])
elif model_name == "git-large-r-coco":
expected_slice_logits = torch.tensor([-0.9641, -0.9641, -0.9641])
elif model_name == "git-large-r-textcaps":
expected_slice_logits = torch.tensor([-1.1121, -1.1120, -1.1124])

assert torch.allclose(logits[0, -1, :3], expected_slice_logits, atol=1e-4)
print("Looks ok!")
Expand Down