44 lines
1.2 KiB
Python
44 lines
1.2 KiB
Python
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import html
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import os
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import gradio as gr
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import modules.textual_inversion.textual_inversion
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import modules.textual_inversion.preprocess
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from modules import sd_hijack, shared
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def create_hypernetwork(name):
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fn = os.path.join(shared.cmd_opts.hypernetwork_dir, f"{name}.pt")
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assert not os.path.exists(fn), f"file {fn} already exists"
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hypernetwork = modules.hypernetwork.hypernetwork.Hypernetwork(name=name)
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hypernetwork.save(fn)
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shared.reload_hypernetworks()
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shared.hypernetwork = shared.hypernetworks.get(shared.opts.sd_hypernetwork, None)
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return gr.Dropdown.update(choices=sorted([x for x in shared.hypernetworks.keys()])), f"Created: {fn}", ""
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def train_hypernetwork(*args):
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initial_hypernetwork = shared.hypernetwork
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try:
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sd_hijack.undo_optimizations()
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hypernetwork, filename = modules.hypernetwork.hypernetwork.train_hypernetwork(*args)
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res = f"""
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Training {'interrupted' if shared.state.interrupted else 'finished'} at {hypernetwork.step} steps.
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Hypernetwork saved to {html.escape(filename)}
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"""
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return res, ""
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except Exception:
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raise
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finally:
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shared.hypernetwork = initial_hypernetwork
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sd_hijack.apply_optimizations()
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