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b4b3999
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Parent(s):
4a7b229
feat: upload expdir to hugging face
Browse files- app/export.py +26 -0
app/export.py
CHANGED
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@@ -4,6 +4,7 @@ import shutil
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import gradio as gr
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from infer.lib.train.process_ckpt import extract_small_model
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from app.train import train_index
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def download_weight(exp_dir: str) -> str:
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@@ -49,6 +50,11 @@ def download_expdir(exp_dir: str) -> str:
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return f"{exp_dir}.zip"
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def remove_legacy_checkpoints(exp_dir: str):
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checkpoints = glob(f"{exp_dir}/G_*.pth")
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if not checkpoints:
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@@ -106,6 +112,20 @@ class ExportTab:
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)
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self.download_expdir_output = gr.File(label="Archive experiment directory")
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with gr.Row():
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self.remove_legacy_checkpoints_btn = gr.Button(
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value="Remove legacy checkpoints"
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@@ -135,6 +155,12 @@ class ExportTab:
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outputs=[self.download_expdir_output],
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)
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self.remove_legacy_checkpoints_btn.click(
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fn=remove_legacy_checkpoints,
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inputs=[exp_dir],
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import gradio as gr
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from infer.lib.train.process_ckpt import extract_small_model
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from app.train import train_index
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from huggingface_hub import upload_folder
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def download_weight(exp_dir: str) -> str:
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return f"{exp_dir}.zip"
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def upload_to_huggingface(exp_dir: str, repo_id: str, token: str) -> str:
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commit = upload_folder(repo_id=repo_id, folder_path=exp_dir, token=token)
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return commit.commit_url
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def remove_legacy_checkpoints(exp_dir: str):
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checkpoints = glob(f"{exp_dir}/G_*.pth")
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if not checkpoints:
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)
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self.download_expdir_output = gr.File(label="Archive experiment directory")
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with gr.Row():
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with gr.Column():
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gr.Markdown("### Upload to Hugging Face")
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gr.Markdown(
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"You can upload the entire experiment directory to Hugging Face."
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)
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self.commit_link = gr.Markdown("")
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with gr.Column():
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self.repo_id = gr.Textbox(label="Repository ID")
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self.token = gr.Textbox(label="Personal access token")
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self.upload_to_huggingface_btn = gr.Button(
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value="Upload to Hugging Face", variant="primary"
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)
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with gr.Row():
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self.remove_legacy_checkpoints_btn = gr.Button(
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value="Remove legacy checkpoints"
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outputs=[self.download_expdir_output],
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)
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self.upload_to_huggingface_btn.click(
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fn=upload_to_huggingface,
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inputs=[exp_dir, self.repo_id, self.token],
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outputs=[self.commit_link],
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)
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self.remove_legacy_checkpoints_btn.click(
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fn=remove_legacy_checkpoints,
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inputs=[exp_dir],
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