<h3 id="comfyui-prompt-fluxsd3-generator-rcqs8zaqb">ComfyUI Prompt Flux/SD3 Generator</h3>This workflow offers a completely self-contained solution for generating and optimizing prompts for both CLIP-L and T5XXL, running entirely within ComfyUI without requiring any external APIs or Ollama.<h2 id="key-features-8rgg6i7gm">Key Features</h2><ul><li>Dual Input Methods: Process images using Florence-2 Vision Language Model or input custom prompts manually</li><li>Fully Local Processing: All language models run directly within ComfyUI</li><li>Zero External Dependencies: No need for API keys or Ollama setup</li></ul><h2 id="technical-architecture-kwf4bckf1">Technical Architecture</h2>The workflow utilizes three locally running Mistral-7B-Instruct models in sequence to:<ul><li>Generate detailed descriptions</li><li>Optimize prompt structure</li><li>Format specialized outputs for CLIP-L and T5XXL</li></ul><h2 id="components-q1673ub9i">Components</h2><ul><li>Florence2 custom nodes for image analysis</li><li>Searge-LLM custom nodes for running Mistral-7B locally</li><li>Custom prompt styling and optimization scripts</li><li>Integrated CLIP-L and T5XXL output formatters <h2 id="searge-llm-installation-guide-8u06nhebg">Searge LLM Installation Guide</h2><ol><li>Create directory:</li><li><code> mkdir ComfyUI/models/llm_gguf</code></li><li><a rel="ugc" href="https://huggingface.co/MaziyarPanahi/Mistral-7B-Instruct-v0.3-GGUF/resolve/main/Mistral-7B-Instruct-v0.3.Q4_K_M.gguf">Download model</a>:</li></ol><ul><li>File: Mistral-7B-Instruct-v0.3.Q4_K_M.gguf (4.37 GB)</li><li>Place in: ComfyUI/models/llm_gguf/ </li></ul></li></ul>

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