description: <p>If using Adetailer , Controlnet or inpaint, we recommend using prompt good hands <br />Using lora str is 0.6-0.8.<br />Hand poses are not yet supported.<br />Not recommended for use in realistic model</p><p><strong><span style="color:rgb(250, 82, 82)">Main tag</span></strong><span style="color:rgb(250, 82, 82)"> </span><span style="color:rgb(193, 194, 197)">: good hands,</span></p><p><strong>Image Train : 168</strong></p><p><strong>Training Powershell info :</strong></p><ul><li><p>DIM/Alpha : 32/32</p></li><li><p>Train batch size : 4</p></li><li><p>Training step : 4310x4x1 = 17240 steps</p></li><li><p>Learning rate Unet : 1.5e-4</p></li><li><p>Text Encoder Ratio : 0.5</p></li><li><p><span style="color:rgb(193, 194, 197)">resolution : 512</span></p></li><li><p>mix/save_precision = BF16</p></li><li><p>optimizer_type = AdamW</p></li><li><p>GPU : RTX 4060 16GB 160W</p></li><li><p>Torch 2.2 + cu12.1 + Xformers</p></li><li><p>Highvram = False</p></li><li><p>Vram used : 9.8GB</p></li><li><p>Speed : 1.69it/s</p></li><li><p>Loss Train : 0.0834 [No Min SNR]</p></li><li><p>Loss Test : ???</p></li><li><p>Local minimum : ?? time</p></li><li><p>Global Peak minimum : ??</p></li><li><p>Global Peak Maximum : ??</p></li><li><p>UNet weight average strength: 0.011379</p></li><li><p>Text Encoder (1) weight average strength: 0.0093899</p></li></ul>
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modelVersions.trainedWords: good hands
name: Good Hands LoRA
tags: concept