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docs/QUICK_START_NEW_FEATURES.txt
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| 1 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 2 |
+
π NEW FEATURES QUICK START GUIDE
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| 3 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 4 |
+
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| 5 |
+
β
All 4 improvements are now LIVE in your Gradio interface!
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| 6 |
+
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| 7 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 8 |
+
1. βΉοΈ API SERVER STOP BUTTON (System Controls)
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| 9 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 10 |
+
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| 11 |
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WHERE: Top of interface β System Controls panel
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| 12 |
+
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| 13 |
+
WHAT YOU'LL SEE:
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| 14 |
+
βββββββββββββββββββββββββββββββββββ
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| 15 |
+
β Gradio Server Status: π’ Runningβ
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| 16 |
+
β API Server Status: βͺ Not startedβ
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| 17 |
+
β β
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| 18 |
+
β [π Shutdown Gradio] β
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| 19 |
+
β [βΉοΈ Stop API Server] β
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| 20 |
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βββββββββββββββββββββββββββββββββββ
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| 21 |
+
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| 22 |
+
HOW TO USE:
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| 23 |
+
β’ Start API server from API Hosting tab
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| 24 |
+
β’ Status at top updates to "π’ Running"
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| 25 |
+
β’ Click "βΉοΈ Stop API Server" anytime
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| 26 |
+
β’ No need to navigate back to API tab!
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| 27 |
+
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| 28 |
+
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| 29 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 30 |
+
2. π BASE MODEL DROPDOWN (Fine-tuning Tab)
|
| 31 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 32 |
+
|
| 33 |
+
WHERE: Fine-tuning tab β Training Configuration
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| 34 |
+
|
| 35 |
+
WHAT YOU'LL SEE:
|
| 36 |
+
ββββββββββββββββββββββββββββββββββββββββββββ
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| 37 |
+
β Base Model (Select...) [βΌ] β
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| 38 |
+
β ββ /workspace/.../Mistral-7B-v0.1 β
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| 39 |
+
β ββ /workspace/.../mistral-finetuned-1 β
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| 40 |
+
β ββ /workspace/.../mistral-finetuned-2 β
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| 41 |
+
β ββ mistralai/Mistral-7B-v0.1 β
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| 42 |
+
ββββββββββββββββββββββββββββββββββββββββββββ
|
| 43 |
+
|
| 44 |
+
HOW TO USE:
|
| 45 |
+
β’ Click dropdown to see all models
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| 46 |
+
β’ Select local base model OR
|
| 47 |
+
β’ Select your fine-tuned model (to continue training)
|
| 48 |
+
β’ Or enter custom HuggingFace model ID
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| 49 |
+
|
| 50 |
+
POWER FEATURE:
|
| 51 |
+
Fine-tune from a fine-tuned model!
|
| 52 |
+
Round 1: Base β fifo-v1 (100 samples)
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| 53 |
+
Round 2: fifo-v1 β fifo-v2 (100 more samples)
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| 54 |
+
Round 3: fifo-v2 β fifo-v3 (edge cases)
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| 55 |
+
= Iterative improvement!
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| 56 |
+
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| 57 |
+
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| 58 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 59 |
+
3. π PRE-FILLED SYSTEM INSTRUCTION (Test Inference)
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| 60 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 61 |
+
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| 62 |
+
WHERE: Test Inference tab β Prompt Configuration
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| 63 |
+
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| 64 |
+
WHAT YOU'LL SEE:
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| 65 |
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ββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 66 |
+
β System Instruction (Pre-filled, editable) β
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| 67 |
+
β βββββββββββββββββββββββββββββββββββββββββββββββ
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| 68 |
+
β β You are Elinnos RTL Code Generator v1.0...ββ
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| 69 |
+
β β (Already filled for you!) ββ
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| 70 |
+
β βββββββββββββββββββββββββββββββββββββββββββββββ
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| 71 |
+
β β
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| 72 |
+
β User Prompt (Your request) β
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| 73 |
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β βββββββββββββββββββββββββββββββββββββββββββββββ
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| 74 |
+
β β [Just type your request here] ββ
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| 75 |
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β β ββ
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| 76 |
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β βββββββββββββββββββββββββββββββββββββββββββββββ
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| 77 |
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ββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 78 |
+
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| 79 |
+
HOW TO USE:
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| 80 |
+
|
| 81 |
+
OLD WAY (Before):
|
| 82 |
+
β Had to type full prompt:
|
| 83 |
+
"You are Elinnos RTL Code Generator v1.0, a specialized
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| 84 |
+
Verilog/SystemVerilog code generation agent...
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| 85 |
+
|
| 86 |
+
User:
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| 87 |
+
Generate a synchronous FIFO with 8-bit width..."
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| 88 |
+
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| 89 |
+
NEW WAY (Now):
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| 90 |
+
β
Just type your request:
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| 91 |
+
"Generate a synchronous FIFO with 8-bit width..."
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| 92 |
+
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| 93 |
+
System instruction is already there!
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| 94 |
+
|
| 95 |
+
TIME SAVED: ~90% less typing!
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| 96 |
+
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| 97 |
+
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| 98 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 99 |
+
4. πΎ DATASET ACCUMULATION (Optional Feature)
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| 100 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 101 |
+
|
| 102 |
+
STATUS: Documented, ready to implement if needed
|
| 103 |
+
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| 104 |
+
WHAT IT DOES:
|
| 105 |
+
β’ Save successful inference results
|
| 106 |
+
β’ Build training dataset from your testing
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| 107 |
+
β’ Accumulate examples over time
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| 108 |
+
|
| 109 |
+
TO ENABLE:
|
| 110 |
+
Let me know and I'll add:
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| 111 |
+
β’ Checkbox: "Save to training dataset"
|
| 112 |
+
β’ Automatic formatting
|
| 113 |
+
β’ Dataset management UI
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| 114 |
+
|
| 115 |
+
|
| 116 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 117 |
+
π PRACTICAL EXAMPLES
|
| 118 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 119 |
+
|
| 120 |
+
EXAMPLE 1: Quick Inference Test
|
| 121 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 122 |
+
1. Open interface β "π§ͺ Test Inference" tab
|
| 123 |
+
2. System instruction already filled β
|
| 124 |
+
3. In "User Prompt" box, type:
|
| 125 |
+
"Generate a synchronous FIFO with 16-bit data width,
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| 126 |
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depth 8, write_enable, read_enable, full, empty"
|
| 127 |
+
4. Click "π Run Inference"
|
| 128 |
+
5. Get your Verilog code!
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
EXAMPLE 2: Iterative Fine-tuning
|
| 132 |
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βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 133 |
+
1. Go to "π₯ Fine-tuning" tab
|
| 134 |
+
2. Click "Base Model" dropdown
|
| 135 |
+
3. Select: mistral-finetuned-fifo1
|
| 136 |
+
4. Upload: 50 new FIFO examples
|
| 137 |
+
5. Click "Start Fine-tuning"
|
| 138 |
+
6. Result: mistral-finetuned-fifo2
|
| 139 |
+
7. Repeat with more data for v3, v4...
|
| 140 |
+
|
| 141 |
+
|
| 142 |
+
EXAMPLE 3: API Server Management
|
| 143 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 144 |
+
1. Go to "π API Hosting" tab
|
| 145 |
+
2. Start API server
|
| 146 |
+
3. Look at top panel β Status shows "π’ Running"
|
| 147 |
+
4. Go test inference in another tab
|
| 148 |
+
5. When done, click "βΉοΈ Stop API Server" at top
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| 149 |
+
6. No need to go back to API tab!
|
| 150 |
+
|
| 151 |
+
|
| 152 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 153 |
+
π― BENEFITS SUMMARY
|
| 154 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 155 |
+
|
| 156 |
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BEFORE:
|
| 157 |
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β Manual base model path entry β errors
|
| 158 |
+
β Type full prompt every time β slow
|
| 159 |
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β Navigate to API tab to stop β inconvenient
|
| 160 |
+
β Can't build on fine-tuned models β limited
|
| 161 |
+
|
| 162 |
+
AFTER:
|
| 163 |
+
β
Dropdown model selection β no errors
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| 164 |
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β
Pre-filled instructions β 90% faster
|
| 165 |
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β
Stop button at top β convenient
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| 166 |
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β
Fine-tune from fine-tuned β unlimited improvement
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| 167 |
+
|
| 168 |
+
|
| 169 |
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βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 170 |
+
π MORE HELP
|
| 171 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 172 |
+
|
| 173 |
+
Full Documentation:
|
| 174 |
+
/workspace/ftt/UI_IMPROVEMENTS_SUMMARY.md
|
| 175 |
+
|
| 176 |
+
Inference Tips:
|
| 177 |
+
/workspace/ftt/INFERENCE_OUTPUT_FIX.md
|
| 178 |
+
|
| 179 |
+
Prompt Templates:
|
| 180 |
+
/workspace/ftt/PROMPT_TEMPLATE_FOR_UI.txt
|
| 181 |
+
|
| 182 |
+
|
| 183 |
+
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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| 184 |
+
β
READY TO GO!
|
| 185 |
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βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
|
| 186 |
+
|
| 187 |
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Your interface is running on port 7860 with all new features!
|
| 188 |
+
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| 189 |
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Access it now and start using the improvements! π
|
| 190 |
+
|