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+ ═══════════════════════════════════════════════════════════
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+ πŸŽ‰ NEW FEATURES QUICK START GUIDE
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+ ═══════════════════════════════════════════════════════════
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+
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+ βœ… All 4 improvements are now LIVE in your Gradio interface!
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+
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+ ───────────────────────────────────────────────────────────
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+ 1. ⏹️ API SERVER STOP BUTTON (System Controls)
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+ ───────────────────────────────────────────────────────────
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+
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+ WHERE: Top of interface β†’ System Controls panel
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+
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+ WHAT YOU'LL SEE:
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+ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
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+ β”‚ Gradio Server Status: 🟒 Runningβ”‚
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+ β”‚ API Server Status: βšͺ Not startedβ”‚
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+ β”‚ β”‚
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+ β”‚ [πŸ›‘ Shutdown Gradio] β”‚
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+ β”‚ [⏹️ Stop API Server] β”‚
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+ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
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+
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+ HOW TO USE:
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+ β€’ Start API server from API Hosting tab
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+ β€’ Status at top updates to "🟒 Running"
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+ β€’ Click "⏹️ Stop API Server" anytime
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+ β€’ No need to navigate back to API tab!
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+
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+
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+ ───────────────────────────────────────────────────────────
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+ 2. πŸ“‹ BASE MODEL DROPDOWN (Fine-tuning Tab)
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+ ───────────────────────────────────────────────────────────
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+
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+ WHERE: Fine-tuning tab β†’ Training Configuration
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+
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+ WHAT YOU'LL SEE:
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+ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
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+ β”‚ Base Model (Select...) [β–Ό] β”‚
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+ β”‚ β”œβ”€ /workspace/.../Mistral-7B-v0.1 β”‚
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+ β”‚ β”œβ”€ /workspace/.../mistral-finetuned-1 β”‚
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+ β”‚ β”œβ”€ /workspace/.../mistral-finetuned-2 β”‚
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+ β”‚ └─ mistralai/Mistral-7B-v0.1 β”‚
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+ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
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+
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+ HOW TO USE:
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+ β€’ Click dropdown to see all models
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+ β€’ Select local base model OR
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+ β€’ Select your fine-tuned model (to continue training)
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+ β€’ Or enter custom HuggingFace model ID
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+
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+ POWER FEATURE:
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+ Fine-tune from a fine-tuned model!
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+ Round 1: Base β†’ fifo-v1 (100 samples)
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+ Round 2: fifo-v1 β†’ fifo-v2 (100 more samples)
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+ Round 3: fifo-v2 β†’ fifo-v3 (edge cases)
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+ = Iterative improvement!
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+
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+
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+ ───────────────────────────────────────────────────────────
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+ 3. πŸ“ PRE-FILLED SYSTEM INSTRUCTION (Test Inference)
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+ ───────────────────────────────────────────────────────────
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+
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+ WHERE: Test Inference tab β†’ Prompt Configuration
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+
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+ WHAT YOU'LL SEE:
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+ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
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+ β”‚ System Instruction (Pre-filled, editable) β”‚
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+ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
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+ β”‚ β”‚ You are Elinnos RTL Code Generator v1.0...β”‚β”‚
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+ β”‚ β”‚ (Already filled for you!) β”‚β”‚
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+ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
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+ β”‚ β”‚
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+ β”‚ User Prompt (Your request) β”‚
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+ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”β”‚
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+ β”‚ β”‚ [Just type your request here] β”‚β”‚
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+ β”‚ β”‚ β”‚β”‚
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+ β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
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+ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
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+
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+ HOW TO USE:
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+
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+ OLD WAY (Before):
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+ ❌ Had to type full prompt:
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+ "You are Elinnos RTL Code Generator v1.0, a specialized
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+ Verilog/SystemVerilog code generation agent...
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+
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+ User:
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+ Generate a synchronous FIFO with 8-bit width..."
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+
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+ NEW WAY (Now):
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+ βœ… Just type your request:
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+ "Generate a synchronous FIFO with 8-bit width..."
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+
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+ System instruction is already there!
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+
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+ TIME SAVED: ~90% less typing!
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+
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+
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+ ───────────────────────────────────────────────────────────
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+ 4. πŸ’Ύ DATASET ACCUMULATION (Optional Feature)
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+ ───────────────────────────────────────────────────────────
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+
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+ STATUS: Documented, ready to implement if needed
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+
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+ WHAT IT DOES:
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+ β€’ Save successful inference results
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+ β€’ Build training dataset from your testing
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+ β€’ Accumulate examples over time
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+
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+ TO ENABLE:
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+ Let me know and I'll add:
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+ β€’ Checkbox: "Save to training dataset"
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+ β€’ Automatic formatting
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+ β€’ Dataset management UI
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+
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+
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+ ═══════════════════════════════════════════════════════════
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+ πŸ“Š PRACTICAL EXAMPLES
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+ ═══════════════════════════════════════════════════════════
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+
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+ EXAMPLE 1: Quick Inference Test
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+ ───────────────────────────────────────────────────────────
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+ 1. Open interface β†’ "πŸ§ͺ Test Inference" tab
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+ 2. System instruction already filled βœ“
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+ 3. In "User Prompt" box, type:
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+ "Generate a synchronous FIFO with 16-bit data width,
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+ depth 8, write_enable, read_enable, full, empty"
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+ 4. Click "πŸ”„ Run Inference"
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+ 5. Get your Verilog code!
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+
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+
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+ EXAMPLE 2: Iterative Fine-tuning
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+ ───────────────────────────────────────────────────────────
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+ 1. Go to "πŸ”₯ Fine-tuning" tab
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+ 2. Click "Base Model" dropdown
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+ 3. Select: mistral-finetuned-fifo1
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+ 4. Upload: 50 new FIFO examples
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+ 5. Click "Start Fine-tuning"
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+ 6. Result: mistral-finetuned-fifo2
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+ 7. Repeat with more data for v3, v4...
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+
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+
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+ EXAMPLE 3: API Server Management
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+ ───────────────────────────────────────────────────────────
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+ 1. Go to "🌐 API Hosting" tab
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+ 2. Start API server
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+ 3. Look at top panel β†’ Status shows "🟒 Running"
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+ 4. Go test inference in another tab
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+ 5. When done, click "⏹️ Stop API Server" at top
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+ 6. No need to go back to API tab!
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+
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+
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+ ═══════════════════════════════════════════════════════════
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+ 🎯 BENEFITS SUMMARY
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+ ═══════════════════════════════════════════════════════════
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+
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+ BEFORE:
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+ ❌ Manual base model path entry β†’ errors
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+ ❌ Type full prompt every time β†’ slow
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+ ❌ Navigate to API tab to stop β†’ inconvenient
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+ ❌ Can't build on fine-tuned models β†’ limited
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+
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+ AFTER:
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+ βœ… Dropdown model selection β†’ no errors
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+ βœ… Pre-filled instructions β†’ 90% faster
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+ βœ… Stop button at top β†’ convenient
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+ βœ… Fine-tune from fine-tuned β†’ unlimited improvement
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+
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+
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+ ═══════════════════════════════════════════════════════════
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+ πŸ“š MORE HELP
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+ ═══════════════════════════════════════════════════════════
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+
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+ Full Documentation:
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+ /workspace/ftt/UI_IMPROVEMENTS_SUMMARY.md
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+
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+ Inference Tips:
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+ /workspace/ftt/INFERENCE_OUTPUT_FIX.md
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+
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+ Prompt Templates:
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+ /workspace/ftt/PROMPT_TEMPLATE_FOR_UI.txt
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+
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+
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+ ═══════════════════════════════════════════════════════════
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+ βœ… READY TO GO!
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+ ═══════════════════════════════════════════════════════════
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+
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+ Your interface is running on port 7860 with all new features!
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+
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+ Access it now and start using the improvements! πŸš€
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+