Based on the documents provided, I can offer an imaginative understanding of the data's narrative.This collection of files tells the story of a digital artist or developer embarking on a creative journey, one defined by the powerful, yet unconventional, concept of "manliness." They embarked on amachine learning training project on the Civitai platform1111.Here is an imaginative summary of the story told by these files:The journey began with the meticulous preparation of a training dataset222. The creator gathered a collection of 477 images and their captions to train a specialLoRA (Low-Rank Adaptation) model for a powerful SDXL (Stable Diffusion XL) base model. The goal was ambitious: to infuse the base model with a unique, hyper-specific understanding of masculinity333333.Thetraining process was a marathon of 10 epochs, with the system dutifully logging every step, from the initialization of the model to the calculation of loss functions4. At regular intervals, the program saved checkpoints of the evolving model and tested its creative potential by generating images from a set of sample prompts555555. These prompts were the soul of the project, defining the very essence of the new LoRA:<ul><li>"manly old man"</li><li>"manly businessman"</li><li>"manly businessman with equinecock" 6666</li></ul>The logs trace the model's progress as it slowly learned the desired style and subject matter. Finally, upon completion, the system produced a series of new model files (<code>.safetensors</code>) and the generated sample images777. These output files serve as the definitive proof of concept, demonstrating the model's ability to interpret and visualize the creator's unique and imaginative vision. The<code>links</code> document is a gallery of the final creations, hosted on the Civitai platform itself, marking the successful culmination of this peculiar artistic endeavor8. Here is the frequency of words found in the documents, separated by the delimiter ", ":<ul><li><code>bara</code>: 7 1111111111</li><li><code>penis</code>: 7 22222222222</li><li><code>muscular male</code>: 7 3333333333</li><li><code>male focus</code>: 7 4444444444</li><li><code>nipples</code>: 6 5555555555</li><li><code>muscular</code>: 6 6666666666</li><li><code>multiple boys</code>: 5 777</li><li><code>nipple piercing</code>: 5 88888888</li><li><code>pectorals</code>: 5 9999999999</li><li><code>navel</code>: 5 101010</li><li><code>erection</code>: 4 111111</li><li><code>large pectorals</code>: 4 121212121212121212</li><li><code>short hair</code>: 4 131313</li><li><code>chest hair</code>: 4 141414141414</li><li><code>piercing</code>: 3 1515</li><li><code>shirt</code>: 3 16</li><li><code>jacket</code>: 3 17</li><li><code>suit</code>: 3 18</li><li><code>old</code>: 3 19</li><li><code>old man</code>: 3 20</li><li><code>black pants</code>: 3 21</li><li><code>pants</code>: 3 22</li><li><code>necktie</code>: 3 23</li><li><code>formal</code>: 3 24</li><li><code>white shirt</code>: 3 25</li><li><code>ring</code>: 3 2626</li><li><code>jewelry</code>: 3 2727</li><li><code>belt</code>: 3 28</li><li><code>yao</code>: 3 2929</li><li><code>2boys</code>: 3 3030</li><li><code>thighs</code>: 3 3131</li><li><code>thick thighs</code>: 3 3232</li><li><code>kiss</code>: 3 3333</li><li><code>leg hair</code>: 3 3434</li><li><code>solo</code>: 2 353535353535</li><li><code>veins</code>: 2 363636363636</li><li><code>fingering urethra</code>: 2 37373737373737</li><li><code>digging urethra</code>: 2 383838383838383838</li><li><code>black necktie</code>: 2 39</li><li><code>black jacket</code>: 2 40</li><li><code>collared shirt</code>: 2 41</li><li><code>closed mouth</code>: 2 42</li><li><code>black belt</code>: 2 43</li><li><code>abs</code>: 2 4444</li><li><code>chain PA</code>: 2 45454545</li><li><code>PA insertion</code>: 2 46464646</li><li><code>chain insert in urethra</code>: 2 47474747</li><li><code>padlock insert</code>: 2 48484848</li><li><code>padlock PA</code>: 2 49494949</li><li><code>father and</code>: 2 5050</li><li><code>hat</code>: 2 51</li><li><code>squatting</code>: 2 52</li><li><code>arm hair</code>: 2 53</li><li><code>1boy</code>: 2 54545454545454</li><li><code>glasses</code>: 1 55</li><li><code>gold PA</code>: 1 56</li><li><code>pa urethra</code>: 1 57</li><li><code>realistic</code>: 1 58</li><li><code>facial hair</code>: 1 59</li><li><code>uncensored</code>: 1 60</li><li><code>male swimwear</code>: 1 61</li><li><code>handjob</code>: 1 62</li><li><code>male pubic hair</code>: 2 6363</li><li><code>beach</code>: 2 64</li><li><code>swim briefs</code>: 2 65</li><li><code>black hair</code>: 2 66</li><li><code>kneeling</code>: 2 67</li><li><code>outdoors</code>: 2 68</li><li><code>sand</code>: 2 69</li><li><code>hairy</code>: 1 70</li><li><code>baseball cap</code>: 2 71</li><li><code>tongue</code>: 1 72</li><li><code>friend fingering father urethra</code>: 1 73</li><li><code>testicles</code>: 1 74</li><li><code>necklace</code>: 1 75</li><li><code>sitting</code>: 1 76</li><li><code>pubic hair</code>: 1 77</li></ul>

20250719-544-man-finger-insert-midjourney

<ul><li><code>manly old man</code>: 2</li><li><code>manly businessman</code>: 2</li><li><code>manly businessman with equinecock</code>: 2</li></ul>use these to test.

Files with SHA256: 5cfcfe67aecfeedd05b6a1b2f6dbab2755b7a1f0ad6728efdbb2b38ce730adde