<h1 id="botanical-flora-and-macro-detail-lora-(sd-1.5)">🌸 Botanical Flora &amp; Macro Detail LoRA (SD 1.5)</h1>A lightweight, fine-tuned SD 1.5 LoRA specialized in high-detail macro botanical photography, delicate petal textures, intricate stamen geometry, and vibrant organic coloration.Trained on a curated, high-resolution subset of the Oxford Flowers BLIP-captioned dataset with natural language captions to preserve prompt flexibility without burning out the latent space.<h3 id="weight-scaling-and-comparison">🔍 Weight Scaling &amp; Comparison</h3><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/f0051119-5f29-421d-8a5f-c75ac89ab169/original=true/f0051119-5f29-421d-8a5f-c75ac89ab169.jpeg" />Recommended weight: 0.75 – 0.85 for the best balance of natural petal anatomy and prompt flexibility.<ul><li>0.0: Baseline SD 1.5 (often lacks macro focus and natural leaf venation).</li><li>0.5 – 0.85 (Sweet Spot): Crisp stamen structures, clean lighting, sharp radial symmetry, and vibrant pigmentation.</li><li>1.0+: Highly stylized macro saturation with intense floral features.</li></ul><h3 id="recommended-settings">⚙️ Recommended Settings</h3><ul><li>Base Model: Stable Diffusion v1.5</li><li>LoRA Weight: <code>0.7</code> to <code>0.9</code> (sweet spot: <code>0.8</code>)</li><li>Sampler: DPM++ 2M Karras or Euler a</li><li>Sampling Steps: 25 – 35</li><li>CFG Scale: 6.5 – 7.5</li><li>Clip Skip: 1</li></ul><h3 id="example-prompts">💡 Example Prompts</h3>Macro Flora:<blockquote><code>macro close up photo of an exotic flower, translucent petals, intricate pollen stamen, dew droplets, sharp botanical photography, soft natural studio lighting, centered, 8k depth of field</code></blockquote>Bioluminescent / Fantasy Concept:<blockquote><code>macro shot of a deep-sea bioluminescent flowering plant, glowing translucent petals, delicate crystal stamen filaments, dark oceanic background, vibrant contrast, ultra detailed</code></blockquote>Negative Prompt:<blockquote><code>blurry, low quality, oversaturated, deformed, plastic look, digital render, noisy, artifacts, bad anatomy</code></blockquote><h3 id="source-and-links">📦 Source &amp; Links</h3><ul><li>Hugging Face Repository: <a target="_blank" rel="ugc" href="https://www.google.com/search?q=https://huggingface.co/imaquantinizer/sd15-flower-blip-lora">imaquantinizer/sd15-flower-blip-lora</a></li><li>Weights: <code>pytorch_lora_weights.safetensors</code> (Diffusers &amp; WebUI compatible)</li></ul>be sure to share youre results ;)

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