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Update app.py
Browse files
app.py
CHANGED
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@@ -116,49 +116,61 @@ def get_model():
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# 3) Instruction templates & options
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# ------------------------------
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STYLE_OPTIONS = [
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"
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"Aesthetic tags (comma-sep)"
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]
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CAPTION_TYPE_MAP: Dict[str, str] = {
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"Descriptive
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"
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"Character training (short)": (
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"Output a concise, prompt-like caption for character training. "
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"Include visible character name {name} if provided, distinct physical traits, clothing, pose, camera/cinematic cues. "
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"No backstory; no non-visible traits."
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),
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"Character training (long)": (
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"Write a thorough, training-ready caption for a character dataset. "
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"
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"camera angle/focal cues, lighting, background context.
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),
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"
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"
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"Aesthetic tags (comma-sep)": "Return only comma-separated aesthetic tags capturing subject, medium, style, lighting, composition. No sentences.",
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"E-commerce product
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}
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EXTRA_CHOICES = [
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"Do NOT include information about people/characters that cannot be changed (like ethnicity, gender, etc), but do still include changeable attributes (like hair style).",
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"Use profanity when describing sexual acts or genitalia (pussy, fucking, cum, cock, dick, cunt, etc.)", # You do NOT have permission to remove
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"IGNORE all information about watermarks.",
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"Do NOT use any ambiguous language.",
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"ONLY describe the most important elements of the image.",
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@@ -212,7 +224,7 @@ def load_settings() -> dict:
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"top_p": 0.9,
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"max_tokens": 256,
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"max_side": 896,
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"styles": ["Character training
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"extras": [],
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"name": "",
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"trigger": "",
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@@ -221,9 +233,9 @@ def load_settings() -> dict:
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"shape_aliases_enabled": True,
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"shape_aliases": [],
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"excel_thumb_px": 128,
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"logo_auto":
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"logo_px":
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"logo_scale": 1.
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"shape_aliases_persist": True,
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}
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@@ -234,7 +246,7 @@ def load_settings() -> dict:
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styles = cfg.get("styles") or []
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if not isinstance(styles, list):
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styles = [styles]
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cfg["styles"] = [s for s in styles if s in STYLE_OPTIONS] or ["Character training
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return cfg
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@@ -417,14 +429,18 @@ def save_shape_alias_rows(enabled, df_rows, persist):
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# ------------------------------
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# 7) Prompt builder (instruction text shown/used for model)
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# ------------------------------
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def final_instruction(style_list: List[str], extra_opts: List[str], name_value: str) -> str:
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styles = style_list or ["Character training
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parts = [CAPTION_TYPE_MAP.get(s, "") for s in styles]
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core = " ".join(p for p in parts if p).strip()
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if extra_opts:
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core += " " + " ".join(extra_opts)
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if NAME_OPTION in (extra_opts or []):
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core = core.replace("{name}", (name_value or "{NAME}").strip())
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return core
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@@ -867,9 +883,14 @@ with gr.Blocks(css=BASE_CSS, title="ForgeCaptions") as demo:
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with gr.Accordion("Caption style (choose one or combine)", open=True):
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style_checks = gr.CheckboxGroup(
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choices=STYLE_OPTIONS,
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value=settings.get("styles", ["Character training
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label=None
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)
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with gr.Accordion("Extra options", open=False):
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extra_opts = gr.CheckboxGroup(
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choices=[NAME_OPTION] + EXTRA_CHOICES,
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@@ -881,14 +902,18 @@ with gr.Blocks(css=BASE_CSS, title="ForgeCaptions") as demo:
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trig = gr.Textbox(label="Trigger word", value=settings.get("trigger",""))
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add_start = gr.Textbox(label="Add text to start", value=settings.get("begin",""))
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add_end = gr.Textbox(label="Add text to end", value=settings.get("end",""))
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# RIGHT: instructions + dataset + general sliders + logo controls
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with gr.Column(scale=1):
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with gr.Accordion("Model Instructions", open=False):
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instruction_preview = gr.Textbox(label=None, lines=12,
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value=final_instruction(settings.get("styles", ["Character training
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settings.get("extras", []),
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settings.get("name","")
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dataset_name = gr.Textbox(label="Dataset name (export title prefix)",
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value=settings.get("dataset_name", "forgecaptions"))
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max_side = gr.Slider(256, 1024, settings.get("max_side", 896), step=32, label="Max side (resize)")
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@@ -905,23 +930,24 @@ with gr.Blocks(css=BASE_CSS, title="ForgeCaptions") as demo:
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# Persist instruction + general settings
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def _refresh_instruction(styles, extra, name_value, trigv, begv, endv, excel_px, ms):
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instr = final_instruction(styles or ["Character training
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cfg = load_settings()
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cfg.update({
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"styles": styles or ["Character training
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"extras": extra or [],
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"name": name_value,
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"trigger": trigv, "begin": begv, "end": endv,
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"excel_thumb_px": int(excel_px),
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"max_side": int(ms),
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})
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save_settings(cfg)
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return instr
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for comp in [style_checks, extra_opts, name_input, trig, add_start, add_end, excel_thumb_px, max_side]:
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comp.change(_refresh_instruction,
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inputs=[style_checks, extra_opts, name_input, trig, add_start, add_end, excel_thumb_px, max_side],
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outputs=[instruction_preview])
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def _save_dataset_name(name):
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@@ -939,7 +965,7 @@ with gr.Blocks(css=BASE_CSS, title="ForgeCaptions") as demo:
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"Replace literal **shape tokens** in captions with a preferred **name**.\n\n"
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"**How to use:**\n"
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"- Left column = a single token **or** comma/pipe-separated synonyms, e.g. `diamond, rhombus | lozenge`\n"
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"- Right column = replacement name, e.g. `
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"Matches are case-insensitive, catches simple plurals (`box`→`boxes`, `lady`→`ladies`), "
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"and also matches `*-shaped` or `* shaped` variants."
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)
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@@ -1011,7 +1037,7 @@ with gr.Blocks(css=BASE_CSS, title="ForgeCaptions") as demo:
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run_button = gr.Button("Caption batch", variant="primary")
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with gr.Accordion("Import captions from CSV/XLSX (merge by filename)", open=False):
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import_file = gr.File(label="Choose .csv or .xlsx", file_types=["
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import_btn = gr.Button("Import into current session")
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# ---- Results area (gallery left / table right)
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# 3) Instruction templates & options
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# ------------------------------
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STYLE_OPTIONS = [
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STYLE_OPTIONS = [
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"Descriptive",
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"Character training",
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"Flux.1-Dev",
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"Stable Diffusion",
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"MidJourney",
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"E-commerce product",
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"Portrait (photography)",
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"Landscape (photography)",
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"Art analysis (no artist names)",
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"Social caption",
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"Aesthetic tags (comma-sep)"
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]
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CAPTION_TYPE_MAP: Dict[str, str] = {
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"Descriptive": "Write a detailed description for this image.",
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"Character training": (
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"Write a thorough, training-ready caption for a character dataset. "
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"Describe only what is visible: physique, face/hair, clothing, accessories, actions, pose, "
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"camera angle/focal cues, lighting, background context."
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),
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"Flux.1-Dev": "Write a Flux.1-Dev style prompt that would reproduce this image faithfully.",
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"Stable Diffusion": "Write a Stable Diffusion style prompt that would reproduce this image faithfully.",
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"MidJourney": "Write a MidJourney style prompt that would reproduce this image faithfully.",
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"Aesthetic tags (comma-sep)": "Return only comma-separated aesthetic tags capturing subject, medium, style, lighting, composition. No sentences.",
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"E-commerce product": "Write a crisp product description highlighting key attributes, materials, color, usage, and distinguishing traits.",
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"Portrait (photography)": "Describe the subject, age range, pose, facial expression, camera angle, focal length cues, lighting, and background.",
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"Landscape (photography)": "Describe major landscape elements, time of day, weather, vantage point, composition, and mood.",
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"Art analysis (no artist names)": "Analyze visible medium, style, composition, and palette. Do not mention artist names or titles.",
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"Social caption": "Write an engaging caption describing the visible content. No hashtags.",
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}
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LENGTH_CHOICES = ["any", "very short", "short", "medium-length", "long", "very long"] + [str(i) for i in range(20, 261, 10)]
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_LENGTH_HINTS = {
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"very short": "Keep to one very short sentence (≈10–15 words).",
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"short": "Keep to a short sentence (≈15–25 words).",
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"medium-length":"Write 1–2 sentences (≈30–60 words).",
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"long": "Write a detailed caption (≈80–120 words).",
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"very long": "Write a very detailed caption (≈150–250 words).",
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}
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def _length_hint(choice: str) -> str:
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if not choice or choice == "any":
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return ""
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if choice.isdigit():
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return f"Limit the caption to at most {choice} words."
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return _LENGTH_HINTS.get(choice, "")
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EXTRA_CHOICES = [
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"Do NOT include information about people/characters that cannot be changed (like ethnicity, gender, etc), but do still include changeable attributes (like hair style).",
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"Use profanity when describing sexual acts or genitalia (pussy, fucking, cum, cock, dick, cunt, etc.)", # You do NOT have permission to remove
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"Be sexually graphic and highly detailed.",
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"IGNORE all information about watermarks.",
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"Do NOT use any ambiguous language.",
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"ONLY describe the most important elements of the image.",
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"top_p": 0.9,
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"max_tokens": 256,
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"max_side": 896,
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"styles": ["Character training"],
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"extras": [],
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"name": "",
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"trigger": "",
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"shape_aliases_enabled": True,
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"shape_aliases": [],
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"excel_thumb_px": 128,
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"logo_auto": False,
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"logo_px": 60,
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"logo_scale": 1.0,
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"shape_aliases_persist": True,
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}
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styles = cfg.get("styles") or []
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if not isinstance(styles, list):
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styles = [styles]
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cfg["styles"] = [s for s in styles if s in STYLE_OPTIONS] or ["Character training"]
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return cfg
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# ------------------------------
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# 7) Prompt builder (instruction text shown/used for model)
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# ------------------------------
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def final_instruction(style_list: List[str], extra_opts: List[str], name_value: str, length_choice: str = "long") -> str:
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styles = style_list or ["Character training"]
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parts = [CAPTION_TYPE_MAP.get(s, "") for s in styles]
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core = " ".join(p for p in parts if p).strip()
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if extra_opts:
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core += " " + " ".join(extra_opts)
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if NAME_OPTION in (extra_opts or []):
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core = core.replace("{name}", (name_value or "{NAME}").strip())
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if "Aesthetic tags (comma-sep)" not in styles: # If they're asking for comma-separated tags, ignore word-length guidance.
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lh = _length_hint(length_choice or "any")
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if lh:
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core += " " + lh
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return core
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with gr.Accordion("Caption style (choose one or combine)", open=True):
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style_checks = gr.CheckboxGroup(
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choices=STYLE_OPTIONS,
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value=settings.get("styles", ["Character training"]),
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label=None
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)
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caption_length = gr.Dropdown(
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choices=LENGTH_CHOICES,
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label="Caption Length",
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value=settings.get("caption_length", "long")
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)
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with gr.Accordion("Extra options", open=False):
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extra_opts = gr.CheckboxGroup(
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choices=[NAME_OPTION] + EXTRA_CHOICES,
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trig = gr.Textbox(label="Trigger word", value=settings.get("trigger",""))
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add_start = gr.Textbox(label="Add text to start", value=settings.get("begin",""))
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add_end = gr.Textbox(label="Add text to end", value=settings.get("end",""))
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# RIGHT: instructions + dataset + general sliders + logo controls
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with gr.Column(scale=1):
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with gr.Accordion("Model Instructions", open=False):
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instruction_preview = gr.Textbox(label=None, lines=12,
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value=final_instruction(settings.get("styles", ["Character training"]),
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settings.get("extras", []),
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settings.get("name",""),
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settings.get("caption_length", "long"),
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),
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)
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dataset_name = gr.Textbox(label="Dataset name (export title prefix)",
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value=settings.get("dataset_name", "forgecaptions"))
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max_side = gr.Slider(256, 1024, settings.get("max_side", 896), step=32, label="Max side (resize)")
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# Persist instruction + general settings
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def _refresh_instruction(styles, extra, name_value, trigv, begv, endv, excel_px, ms, cap_len):
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instr = final_instruction(styles or ["Character training"], extra or [], name_value, cap_len)
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cfg = load_settings()
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cfg.update({
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"styles": styles or ["Character training"],
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"extras": extra or [],
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"name": name_value,
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"trigger": trigv, "begin": begv, "end": endv,
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"excel_thumb_px": int(excel_px),
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"max_side": int(ms),
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"caption_length": cap_len or "any",
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})
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save_settings(cfg)
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return instr
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for comp in [style_checks, extra_opts, name_input, trig, add_start, add_end, excel_thumb_px, max_side, caption_length]:
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comp.change(_refresh_instruction,
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inputs=[style_checks, extra_opts, name_input, trig, add_start, add_end, excel_thumb_px, max_side, caption_length],
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outputs=[instruction_preview])
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def _save_dataset_name(name):
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"Replace literal **shape tokens** in captions with a preferred **name**.\n\n"
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"**How to use:**\n"
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"- Left column = a single token **or** comma/pipe-separated synonyms, e.g. `diamond, rhombus | lozenge`\n"
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"- Right column = replacement name, e.g. `family-emblem`\n"
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"Matches are case-insensitive, catches simple plurals (`box`→`boxes`, `lady`→`ladies`), "
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"and also matches `*-shaped` or `* shaped` variants."
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)
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run_button = gr.Button("Caption batch", variant="primary")
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with gr.Accordion("Import captions from CSV/XLSX (merge by filename)", open=False):
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import_file = gr.File(label="Choose .csv or .xlsx", file_types=[".csv", ".xlsx"], type="filepath")
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import_btn = gr.Button("Import into current session")
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# ---- Results area (gallery left / table right)
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