description: <h3 id="flux-pastry-font-u4etge8ay">FLUX Pastry Font</h3><p></p><p><em>Flux training can be quite <span style="color:rgb(250, 82, 82)">expensive</span> so if you enjoy this LORA please consider donating any amount of buzz, give a like, post a review directly to the model page, share with a friend, leave a comment, buy my badge from the shop or do whatever you want to support me. Thanks</em></p><p></p><p>Inspired by <span data-type="mention" class="mantine-1yiar0p" data-id="mention:1557068" data-label="mnemic">@mnemic</span>'s <a rel="ugc" href="https://civitai.com/models/698979/flux-font-style-tutorial">SC2 font experiment</a> I decided to try this myself, can you teach Flux to write using a custom font you made ? Well, turns out you can, with some caveats.</p><p></p><p>For this LORA I've had to painfully create each letter of the alphabet as pastry / croissant, merge them all in one file, adjust the colors and train.</p><p></p><p>Even though it was trained with "DeverPastryFont" I found that the lora didn't respond well when mentioning this trigger but instead the model can be guided towards the training data by adding descriptions like "<span style="color:#40c057">made of pastry</span>", "<span style="color:#40c057">made of croissant</span>".</p><p></p><p><strong>Stats for nerds</strong>:</p><ul><li><p>idea + tests to come up with the training data (26 images): <span style="color:rgb(64, 192, 87)">3-4h</span></p></li><li><p>compositing the letters into a font sheet image, adjusting background color so that they all match, generating one on a black background and one on a white background: 1h</p></li><li><p>training the LORA (Runpod): <span style="color:rgb(64, 192, 87)">1-2h</span></p></li><li><p>testing the LORA and generating the sample images, upscaling: <span style="color:rgb(64, 192, 87)">2h</span></p></li><li><p>(<a target="_blank" rel="ugc" href="https://github.com/ostris/ai-toolkit/issues/130">due to a bug in ostris/ai-toolkit</a> I had to upload the lora to Civit, get the hash and manually change it, not sure if this fixes the problem, fingers crossed): <span style="color:rgb(64, 192, 87)">1h</span></p></li></ul><p></p><p>Total time spent on this proof of concept: <span style="color:rgb(64, 192, 87)">~8h</span></p><p></p><p>Trigger: <span style="color:rgb(64, 192, 87)">made of pastry</span></p><p>Weight: <span style="color:rgb(250, 176, 5)">?</span> - <span style="color:rgb(64, 192, 87)">1</span> (recommended <span style="color:rgb(64, 192, 87)">1</span>)</p><p></p><p>If you haven't already, come get your Ds and check out my SDXL model merge <a target="_blank" rel="ugc" href="https://civitai.com/models/499509/divine-diffusion-by-dever-ddd-sdxl">(Dever's Divine Diffusion or DDD)</a>.</p><p>If you want to support me and my work make sure to <span style="color:rgb(253, 126, 20)">submit any reviews and images directly to the LORA or MODEL page</span>. Cross-posts do not currently award the creator any sort of buzz, this includes <span style="color:rgb(250, 82, 82)">posting from the Create menu at the top </span>(not cool, Civit please fix).</p><p></p><p>Alternatively you can purchase my badge called "Attention to details" in the <a target="_blank" rel="ugc" href="https://civitai.com/shop">CivitAi shop</a>. Big badge warning :)</p><p><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6aa49075-1b6e-49df-a4ed-ec747432f3e3/original=true,optimized=true/6aa49075-1b6e-49df-a4ed-ec747432f3e3.jpeg" alt="Attention to Details" /></p><p></p><p>I hope you like it and remember to post your creations directly to the LORA page if possible.</p><p>Thank you &lt;3</p>
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name: Flux Pastry Font by Dever
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