preprocessing for textual inversion added

This commit is contained in:
AUTOMATIC
2022-10-02 22:41:21 +03:00
parent c4445225f7
commit c7543d4940
5 changed files with 124 additions and 3 deletions

View File

@@ -2,24 +2,31 @@ import html
import gradio as gr
import modules.textual_inversion.textual_inversion as ti
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 = ti.create_embedding(name, nvpt, init_text=initialization_text)
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):
try:
sd_hijack.undo_optimizations()
embedding, filename = ti.train_embedding(*args)
embedding, filename = modules.textual_inversion.textual_inversion.train_embedding(*args)
res = f"""
Training {'interrupted' if shared.state.interrupted else 'finished'} at {embedding.step} steps.
@@ -30,3 +37,4 @@ Embedding saved to {html.escape(filename)}
raise
finally:
sd_hijack.apply_optimizations()