Fix Gradio Space app for HF runtime

app.py

@@ -1,7 +1,4 @@
-"""Hugging Face Space — documentation landing page for LoboForge-LensTrainer.
-
-Training runs on your GPU (local or RunPod), not inside this Space.
-"""
+"""Hugging Face Space — documentation landing page for LoboForge-LensTrainer."""
 
 from __future__ import annotations
 
@@ -11,8 +8,7 @@ GITHUB = "https://github.com/LoboForge/LoboForge-LensTrainer"
 LENS_BASE = "https://huggingface.co/microsoft/Lens-Base"
 LORA_EXAMPLE = "https://huggingface.co/LoboForge/lens-lora-sebastian-jessica-v2"
 
-ABOUT = f"""
-# LoboForge LensTrainer
+ABOUT = f"""# LoboForge LensTrainer
 
 Config-driven **LoRA trainer** for [Microsoft Lens-Base]({LENS_BASE}).
 
@@ -24,11 +20,10 @@ Config-driven **LoRA trainer** for [Microsoft Lens-Base]({LENS_BASE}).
 
 **Source code & install:** [{GITHUB}]({GITHUB})
 
-This Space is a **documentation hub**. Clone the repo and run training on your machine or a GPU pod.
+This Space is a **documentation hub**. Clone the repo and run training on your GPU.
 """
 
-QUICKSTART = f"""
-## Install (local)
+QUICKSTART = f"""## Install
 
 ```bash
 git clone {GITHUB}.git
@@ -37,7 +32,7 @@ python -m venv .venv && source .venv/bin/activate
 pip install -r requirements.txt
 bash scripts/install_microsoft_lens.sh
 export PYTHONPATH="$(pwd)/vendor/Lens:$PYTHONPATH"
-huggingface-cli login   # accept microsoft/Lens-Base license
+huggingface-cli login
 ```
 
 ## Train
@@ -58,38 +53,21 @@ python train.py configs/train_lora_lens_base_24gb.yaml \\
   --output-dir ./output/my-lora \\
   --resume latest
 ```
-
-Full docs: [README on GitHub]({GITHUB}#readme)
-"""
-
-LORAS = f"""
-## Published example LoRAs
-
-| LoRA | Hub |
-|------|-----|
-| Sebastian + Jessica v2 | [{LORA_EXAMPLE}]({LORA_EXAMPLE}) |
-
-Writeups and sample images live in the GitHub repo under `docs/loras/`.
 """
 
-LINKS = f"""
-| Resource | URL |
-|----------|-----|
-| Trainer (GitHub) | {GITHUB} |
-| Lens-Base (Microsoft) | {LENS_BASE} |
-| Microsoft Lens inference | https://github.com/microsoft/Lens |
-| Example dual-character LoRA | {LORA_EXAMPLE} |
-"""
-
-with gr.Blocks(title="LoboForge LensTrainer", theme=gr.themes.Soft()) as demo:
+with gr.Blocks(title="LoboForge LensTrainer") as demo:
     gr.Markdown(ABOUT)
     with gr.Tabs():
         with gr.Tab("Quickstart"):
             gr.Markdown(QUICKSTART)
         with gr.Tab("Example LoRAs"):
-            gr.Markdown(LORAS)
+            gr.Markdown(
+                f"**Sebastian + Jessica v2:** [{LORA_EXAMPLE}]({LORA_EXAMPLE})"
+            )
         with gr.Tab("Links"):
-            gr.Markdown(LINKS)
-
-if __name__ == "__main__":
-    demo.launch()
+            gr.Markdown(
+                f"| Resource | URL |\n|---|---|\n"
+                f"| GitHub | {GITHUB} |\n"
+                f"| Lens-Base | {LENS_BASE} |\n"
+                f"| Microsoft Lens | https://github.com/microsoft/Lens |\n"
+            )