description: <p>Generates ankle socks reliably. Current models apparently only generate calf-, knee- or even thigh-high socks when prompted with "ankle socks" or "ankle_socks."</p><p></p><p>Trigger words are "ankle socks" or "ankle_socks." This version uses the same core dataset as v1.0, but with attention masking to improve the training process and subsequently, model flexibility. Model was trained in OneTrainer using the DADAPT-LION scheduler with a constant LR of 1.0 over a dataset of 168 images with a batch size of 12 and a gradient accumulation of 16 steps for a total of 290 epochs (4060 steps).</p><p></p><p>LoRa weights were normalized at 1.0 (the recommended weight to use this model) using the invaluable Stable Diffusion <strong>ai-toolkit</strong> (<a target="_blank" rel="ugc" href="https://github.com/ostris/ai-toolkit">https://github.com/ostris/ai-toolkit</a>).</p><p></p><p>Sample images include all metadata for recreation in your own environments; highres. fix and ADetailer (just to make faces pretty) were used to generate the samples. No other embeddings, LoRa or manual inpainting were used during/after generation.</p><p></p><p>You're free to use this however you wish. It's socks. Would love to see some creations using this LoRa!</p>
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modelVersions.description: <p>Initial LoRa version -</p><p>Creates ankle socks. Training set was exclusively women wearing ankle socks, so haven't tested it with male outputs. </p>
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name: Ankle Socks LoRa
tags: clothes clothing feet ankle socks ankle socks