nodes/ethanfel-ComfyUI-LoRA-Optimizer
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EthanfelandClaude Opus 4.6 4ae79d0c9e docs: add v2 workflow, rename Legacy, update wiki for Settings nodes 
- Add example_workflows/LoRa Optimizer v2.json for the new node layout
- Rename LoRA Optimizer (Advanced) → (Legacy) across all wiki pages
- Document Settings nodes (Merge, Optimizer, AutoTuner) in Nodes.md
- Add Settings and Compatibility Analyzer workflows to Workflows.md
- Add decision_smoothing, smooth_slerp_gate, scoring_speed/formula,
  and Settings node architecture to Configuration-Guide.md
- Update How-It-Works.md node registry and variant descriptions
- Rename patch_compression non_ties → smart in all references
- Update Home.md feature table (8 architectures, settings nodes)
- Add zit_example_1.png asset
- Update SVG assets (timeline, pipeline, bridge, ties, merge-use-cases)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-09 22:56:19 +01:00

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<text x="450" y="30" font-family="Segoe UI, Arial, sans-serif" font-size="14" fill="#64ffda" text-anchor="middle" font-weight="700" letter-spacing="2">AUTOTUNER ↔ OPTIMIZER BRIDGE</text>
<!-- Model line -->
<text x="450" y="56" font-family="Segoe UI, Arial, sans-serif" font-size="11" fill="#94a3b8" text-anchor="middle">Single model line — only one node merges at a time. Switch flips both automatically.</text>
<!-- Load Model box -->
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<text x="90" y="112" font-family="Segoe UI, Arial, sans-serif" font-size="11" fill="#ccd6f6" text-anchor="middle">Load Model</text>
<text x="90" y="128" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#64748b" text-anchor="middle">+ CLIP</text>
<!-- Arrow → AutoTuner -->
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<text x="300" y="95" font-family="Segoe UI, Arial, sans-serif" font-size="12" fill="#e94560" text-anchor="middle" font-weight="700">LoRA AutoTuner</text>
<text x="300" y="118" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#94a3b8" text-anchor="middle">output_mode:</text>
<text x="300" y="134" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#e94560" text-anchor="middle" font-weight="600">merge ↔ tuning_only</text>
<text x="300" y="148" font-family="Segoe UI, Arial, sans-serif" font-size="9" fill="#64748b" text-anchor="middle">(auto-synced)</text>
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<!-- Optimizer box -->
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<text x="560" y="95" font-family="Segoe UI, Arial, sans-serif" font-size="11" fill="#64ffda" text-anchor="middle" font-weight="700">LoRA Optimizer (Legacy)</text>
<text x="560" y="118" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#94a3b8" text-anchor="middle">settings_source:</text>
<text x="560" y="134" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#64ffda" text-anchor="middle" font-weight="600">from_autotuner ↔ manual</text>
<text x="560" y="148" font-family="Segoe UI, Arial, sans-serif" font-size="9" fill="#64748b" text-anchor="middle">(auto-synced)</text>
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<!-- Sampler box -->
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<!-- tuner_data arrow (curved, below) -->
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<text x="430" y="166" font-family="Segoe UI, Arial, sans-serif" font-size="9" fill="#a78bfa" text-anchor="middle">tuner_data</text>
<!-- LoRA Stack box -->
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<text x="195" y="210" font-family="Segoe UI, Arial, sans-serif" font-size="11" fill="#f59e0b" text-anchor="middle">LoRA Stack</text>
<!-- LoRA Stack → AutoTuner -->
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<!-- LoRA Stack → Optimizer -->
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<!-- Mode A box -->
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<text x="240" y="269" font-family="Segoe UI, Arial, sans-serif" font-size="12" fill="#e94560" text-anchor="middle" font-weight="700">MODE A: AutoTuner merges</text>
<text x="70" y="296" font-family="Segoe UI, Arial, sans-serif" font-size="11" fill="#ccd6f6">AutoTuner → merge</text>
<text x="70" y="314" font-family="Segoe UI, Arial, sans-serif" font-size="11" fill="#ccd6f6">Optimizer → from_autotuner (passthrough)</text>
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<text x="70" y="342" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#94a3b8">AutoTuner finds the best config and merges.</text>
<text x="70" y="358" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#94a3b8">Optimizer shows the winning settings on its widgets</text>
<text x="70" y="374" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#64ffda">→ Hands-off: let the AutoTuner handle everything</text>
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<text x="650" y="269" font-family="Segoe UI, Arial, sans-serif" font-size="12" fill="#64ffda" text-anchor="middle" font-weight="700">MODE B: Optimizer merges</text>
<text x="480" y="296" font-family="Segoe UI, Arial, sans-serif" font-size="11" fill="#ccd6f6">AutoTuner → tuning_only (passthrough)</text>
<text x="480" y="314" font-family="Segoe UI, Arial, sans-serif" font-size="11" fill="#ccd6f6">Optimizer → manual</text>
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<text x="480" y="342" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#94a3b8">Widgets pre-filled with AutoTuner's recommendation.</text>
<text x="480" y="358" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#94a3b8">Tweak any setting and re-run to see the difference.</text>
<text x="480" y="374" font-family="Segoe UI, Arial, sans-serif" font-size="10" fill="#64ffda">→ Hands-on: fine-tune from a smart starting point</text>
</svg>
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