<h3 id="foreword-2suixxrvp">Foreword</h3><p>After my first lighthouse <em>Embedding</em> only delivered mediocre results, I created a new model with new parameters. The results are now more or less what I expected.</p><p>When creating the image, you have to weigh up whether the image without embedding is better than the image with embedding. </p><p>You cannot really avoid experimenting. This is similar to the problem that every added or removed letter in a <em>Prompt</em> changes the image.</p><h3 id="what-the-model-does-qbr4pzall">What the Model Does</h3><p>Now, creates from cae to case a better looking red-white colored lighthouse with surrounding.</p><p>Trials have shown that both the Interpretation of the <em>Prompt</em> and the background itself are influenced.</p><h3 id="how-to-use-the-model-best-1b0516yss">How to Use the Model Best</h3><p>For further description, a distinction is made between <em>Model Name</em> and <em>Model Weight</em> and the <em>Trigger Words</em>.</p><p>A minimal working <em>Prompt</em> looks like</p><pre><code>lighthouse, NewLighthouseEmbedding:0.5</code></pre><p>Using this <em>Prompt</em> the image quality will be most of the time worst without further steps. In principle the <em>Prompt</em> must contains 'lighthouse' as well as 'NewLighthouseEmbedding:0.5' using different values for the weight.</p><h3 id="a-good-working-prompt-2lhjs0q82">A Good Working Prompt</h3><p>A good Prompt without <em>Embedding</em> e.g. is</p><pre><code>masterpiece, intricate photo, large lighthouse image-dominating with red-white colored ring-sections on a rock in the ocean bay, rough foggy sea, blue light at the horizon, photo realistic, hyper realistic, highly detailed, sharp focus, best quality, high resolution, 8K, HDR </code></pre><p>A good Prompt with <em>Embedding</em> e.g. is</p><pre><code>masterpiece, intricate photo, large lighthouse image-dominating with red-white colored ring-sections on a rock in the ocean bay, rough foggy sea, blue light at the horizon, photo realistic, hyper realistic, highly detailed, sharp focus, best quality, high resolution, 8K, HDR,  NewLighthouseEmbedding:1.0</code></pre><h3 id="training-35egz1fpk">Training</h3><p>I have reworked my pictures for this model. I deleted one picture because the lighthouse on it was too small. I deleted two pictures because the lighthouses could not be clearly identified as such. So in the end there are 10 pictures left for the training.</p><p>The used square photos have a resolution of 512 x 512 pixel.</p><p>For the training I used a Textual Inversion template text file, where im using [name] an not [filewords] like this</p><pre><code>a photo of a [name]
a full scale photo of a [name]
a intricate photo of a [name]
a detailed photo of a [name]
a photorealistic photo of a [name]</code></pre><p>In addition I changed some parameters.</p><h3 id="finally-ug1p3ftuz">Finally</h3><p>Have a nice day. Have fun. Be inspired!</p>

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