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| author | AUTOMATIC1111 <16777216c@gmail.com> | 2022-10-15 07:47:26 +0000 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2022-10-15 07:47:26 +0000 |
| commit | f42e0aae6de6b9a7f8da4eaf13594a13502b4fa9 (patch) | |
| tree | 472025101577ff5cbd45a3bcb524e6e4accb75ec /modules/textual_inversion/ui.py | |
| parent | 0e77ee24b0b651d6a564245243850e4fb9831e31 (diff) | |
| parent | d13ce89e203d76ab2b54a3406a93a5e4304f529e (diff) | |
| download | stable-diffusion-webui-gfx803-f42e0aae6de6b9a7f8da4eaf13594a13502b4fa9.tar.gz stable-diffusion-webui-gfx803-f42e0aae6de6b9a7f8da4eaf13594a13502b4fa9.tar.bz2 stable-diffusion-webui-gfx803-f42e0aae6de6b9a7f8da4eaf13594a13502b4fa9.zip | |
Merge branch 'master' into master
Diffstat (limited to 'modules/textual_inversion/ui.py')
| -rw-r--r-- | modules/textual_inversion/ui.py | 42 |
1 files changed, 42 insertions, 0 deletions
diff --git a/modules/textual_inversion/ui.py b/modules/textual_inversion/ui.py new file mode 100644 index 00000000..36881e7a --- /dev/null +++ b/modules/textual_inversion/ui.py @@ -0,0 +1,42 @@ +import html
+
+import gradio as gr
+
+import modules.textual_inversion.textual_inversion
+import modules.textual_inversion.preprocess
+from modules import sd_hijack, shared
+
+
+def create_embedding(name, initialization_text, nvpt):
+ filename = modules.textual_inversion.textual_inversion.create_embedding(name, nvpt, init_text=initialization_text)
+
+ sd_hijack.model_hijack.embedding_db.load_textual_inversion_embeddings()
+
+ return gr.Dropdown.update(choices=sorted(sd_hijack.model_hijack.embedding_db.word_embeddings.keys())), f"Created: {filename}", ""
+
+
+def preprocess(*args):
+ modules.textual_inversion.preprocess.preprocess(*args)
+
+ return "Preprocessing finished.", ""
+
+
+def train_embedding(*args):
+
+ assert not shared.cmd_opts.lowvram, 'Training models with lowvram not possible'
+
+ try:
+ sd_hijack.undo_optimizations()
+
+ embedding, filename = modules.textual_inversion.textual_inversion.train_embedding(*args)
+
+ res = f"""
+Training {'interrupted' if shared.state.interrupted else 'finished'} at {embedding.step} steps.
+Embedding saved to {html.escape(filename)}
+"""
+ return res, ""
+ except Exception:
+ raise
+ finally:
+ sd_hijack.apply_optimizations()
+
|