Switch to Streamlit - avoid Gradio dependency conflicts

app.py

@@ -1,156 +1,139 @@
-import gradio as gr
-
-# Simplified version to avoid dependency issues
-def create_overview():
-    """Create overview content."""
-    try:
-        # For now, return static content until dataset is populated
-        return """
-# 🗺️ ModelAtlas Community Dashboard
-
-**Status**: System is live and ready for contributions!
-
-## 📊 Getting Started
-
-This dashboard will show community analytics once model analyses are submitted.
-
-### 🚀 How to Contribute
-
-1. **Install ModelAtlas CLI**:
-   ```bash
-   git clone https://github.com/your-org/ModelAtlas
-   cd ModelAtlas
-   ```
-
-2. **Setup contribution**:
-   ```bash
-   python atlas.py contribute --setup
-   ```
-
-3. **Analyze and submit models**:
-   ```bash
-   python model_test.py model/name
-   python atlas.py contribute --submit
-   ```
-
-### 🔐 Access Levels
-
-- **PUBLIC**: View architectural insights
-- **CONTRIBUTOR**: Access intervention mapping (3+ contributions)
-- **HERETIC**: Full ablation research access (10+ contributions + approval)
-
-## 📈 Coming Soon
-
-- Community model browser
-- Innovation timeline analytics
-- Cross-organizational insights
-- Technique adoption tracking
-
----
-
-**Ready to contribute?** Join the ModelAtlas community and help build collaborative AI research intelligence!
-"""
-    except Exception as e:
-        return f"Loading... (System initializing: {str(e)})"
-
-def create_models_browser():
-    """Create models browser content."""
-    return """
-# 🗂️ Model Browser
-
-The community model browser will appear here once contributions are submitted.
-
-**What you'll see:**
-- Community-contributed model analyses
-- Architectural comparisons
-- Technique evolution tracking
-- Cross-organizational insights
-
-**Current Status**: Waiting for first contributions to populate the dataset.
-"""
-
-def create_access_info():
-    """Create access control information."""
-    return """
-# 🔐 Access Control System
-
-ModelAtlas implements responsible tiered access for ablation research:
-
-## 🌍 PUBLIC Access
-- ✅ View model architectures
-- ✅ Compare model configurations
-- ✅ Analyze technique adoption
-- ❌ No ablation/intervention access
-
-## 📊 CONTRIBUTOR Access
-- ✅ All public features
-- ✅ Basic intervention mapping
-- ✅ Ablation compatibility analysis
-
-**Requirements**: 3+ contributions, 0.8+ quality score, 7+ days active
-
-## 🔥 HERETIC Access
-- ✅ All contributor features
-- ✅ Advanced ablation strategies
-- ✅ Cross-model transfer analysis
-- ✅ Strategic research methodologies
-
-**Requirements**: 10+ contributions, 0.9+ quality score, manual approval + community vouching
-
-## 🛡️ Why Access Control?
-
-Ablation techniques are powerful research tools that require responsible handling:
-
-- **Protects Innovation**: Keeps sensitive research within trusted community
-- **Rewards Quality**: Contributors earn access through meaningful work
-- **Builds Trust**: Community vouching creates networks of trusted researchers
-- **Enables Progress**: Heretic community can advance boundaries responsibly
-
-## 🚀 Getting Started
-
-```bash
-# Check your current access level
+import streamlit as st
+
+# Set page config
+st.set_page_config(
+    page_title="🗺️ ModelAtlas Community Dashboard",
+    page_icon="🗺️",
+    layout="wide",
+    initial_sidebar_state="collapsed"
+)
+
+# Main header
+st.title("🗺️ ModelAtlas Community Dashboard")
+st.subheader("Collaborative Intelligence for AI Model Architecture Analysis")
+
+# Status badge
+st.success("✅ Live and Ready for Contributions!")
+
+# Create tabs
+tab1, tab2, tab3 = st.tabs(["📊 Overview", "🗂️ Models", "🔐 Access & Contributing"])
+
+with tab1:
+    st.header("📊 Community Overview")
+    st.write("**Status:** The ModelAtlas community platform is live and ready for contributions!")
+
+    col1, col2, col3 = st.columns(3)
+
+    with col1:
+        st.subheader("🗄️ Community Dataset")
+        st.write("Central repository for model architecture analyses")
+        st.write("**Location:** [RadicalNotionAI/modelatlas-community](https://huggingface.co/datasets/RadicalNotionAI/modelatlas-community)")
+        st.write("**Status:** Live and accepting contributions")
+
+    with col2:
+        st.subheader("📈 Coming Soon")
+        st.write("Features that will appear as data is contributed:")
+        st.write("• Community model browser")
+        st.write("• Innovation timeline analytics")
+        st.write("• Cross-organizational insights")
+        st.write("• Technique adoption tracking")
+
+    with col3:
+        st.subheader("🚀 Getting Started")
+        st.write("Ready to contribute? Follow these steps:")
+        st.write("1. Install ModelAtlas CLI")
+        st.write("2. Setup: `python atlas.py contribute --setup`")
+        st.write("3. Analyze: `python model_test.py model/name`")
+        st.write("4. Submit: `python atlas.py contribute --submit`")
+
+with tab2:
+    st.header("🗂️ Community Model Browser")
+    st.info("**Current Status:** Waiting for first contributions to populate the dataset.")
+
+    st.subheader("What You'll See Here")
+    st.write("• ✅ Community-contributed model analyses")
+    st.write("• ✅ Architectural comparisons and insights")
+    st.write("• ✅ Technique evolution tracking")
+    st.write("• ✅ Cross-organizational innovation patterns")
+
+    st.subheader("Example Models to Analyze")
+
+    examples = [
+        ("Qwen/Qwen3-8B", "Advanced architecture with RoPE scaling"),
+        ("deepseek-ai/DeepSeek-V3", "Large-scale MoE architecture"),
+        ("THUDM/glm-4-9b", "GLM architecture innovations"),
+        ("meta-llama/Llama-3.1-8B", "Llama 3.1 improvements")
+    ]
+
+    for model, description in examples:
+        st.code(model)
+        st.write(f"*{description}*")
+
+    st.write("**Start contributing to see your analyses here!**")
+
+with tab3:
+    st.header("🔐 Access Control & Contributing")
+    st.write("ModelAtlas implements **responsible tiered access** for ablation research:")
+
+    # Public Access
+    with st.expander("🌍 PUBLIC Access", expanded=True):
+        st.write("• ✅ View model architectures and configurations")
+        st.write("• ✅ Compare techniques across models")
+        st.write("• ✅ Analyze innovation timelines")
+        st.write("• ❌ No ablation/intervention access")
+
+    # Contributor Access
+    with st.expander("📊 CONTRIBUTOR Access"):
+        st.info("**Requirements:** 3+ contributions, 0.8+ quality score, 7+ days active")
+        st.write("• ✅ All public features")
+        st.write("• ✅ Basic intervention mapping")
+        st.write("• ✅ Ablation compatibility analysis")
+        st.write("• ✅ Cross-model intervention insights")
+
+    # Heretic Access
+    with st.expander("🔥 HERETIC Access"):
+        st.error("**Requirements:** 10+ contributions, 0.9+ quality score, manual approval + community vouching")
+        st.write("• ✅ All contributor features")
+        st.write("• ✅ Advanced ablation strategies")
+        st.write("• ✅ Cross-model transfer analysis")
+        st.write("• ✅ Strategic research methodologies")
+        st.write("• ✅ Heretic community research notes")
+
+    st.subheader("🚀 CLI Commands")
+
+    commands = """
+# Setup community access
+python atlas.py contribute --setup
+
+# Check your access level
 python atlas.py contribute --status
 
-# Request access upgrade
+# Submit analyses
+python atlas.py contribute --submit
+
+# Request access upgrades
 python atlas.py contribute --request-access contributor
 python atlas.py contribute --request-access heretic
-```
 
-Ready to join the community? Start contributing quality analyses today!
+# Test access control (requires contributor+)
+python atlas.py interventions Qwen/Qwen3-8B
 """
 
-# Create the interface
-with gr.Blocks(title="ModelAtlas Community Dashboard") as demo:
-    gr.Markdown("""
-    # 🗺️ ModelAtlas Community Dashboard
-
-    **Collaborative Intelligence for AI Model Architecture Analysis**
-
-    Welcome to the ModelAtlas community platform! This dashboard aggregates insights from
-    community-contributed model analyses with tiered access control for responsible research.
-    """)
-
-    with gr.Tabs():
-        with gr.Tab("📊 Overview"):
-            overview_md = gr.Markdown(create_overview())
-
-        with gr.Tab("🗂️ Models"):
-            models_md = gr.Markdown(create_models_browser())
-
-        with gr.Tab("🔐 Access & Contributing"):
-            access_md = gr.Markdown(create_access_info())
-
-    gr.Markdown("""
-    ---
+    st.code(commands, language="bash")
 
-    **Links:**
-    - 📊 Dataset: [RadicalNotionAI/modelatlas-community](https://huggingface.co/datasets/RadicalNotionAI/modelatlas-community)
-    - 🚀 Dashboard: [RadicalNotionAI/modelatlas-dashboard](https://huggingface.co/spaces/RadicalNotionAI/modelatlas-dashboard)
-    - 💻 CLI Tool: [ModelAtlas GitHub](https://github.com/your-org/ModelAtlas)
+    st.subheader("🛡️ Why Access Control?")
+    st.write("• **Protects Innovation:** Sensitive ablation research within trusted community")
+    st.write("• **Rewards Quality:** Contributors earn access through meaningful work")
+    st.write("• **Builds Trust:** Community vouching creates research networks")
+    st.write("• **Enables Progress:** Heretic community advances boundaries responsibly")
 
-    *Built with ModelAtlas - Architectural Intelligence for AI Research*
-    """)
+# Footer
+st.markdown("---")
+st.markdown("""
+**Community Links:**
+[📊 Dataset](https://huggingface.co/datasets/RadicalNotionAI/modelatlas-community) |
+[🚀 Dashboard](https://huggingface.co/spaces/RadicalNotionAI/modelatlas-dashboard) |
+[💻 CLI Tool](https://github.com/your-org/ModelAtlas)
 
-if __name__ == "__main__":
-    demo.launch(server_name="0.0.0.0", server_port=7860, share=True)
+*Built with ModelAtlas - Architectural Intelligence for AI Research*
+""")