<h1 id="medieval-helper-lora">Medieval Helper LoRA</h1><p><span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">☕ </span><strong>Support My Work</strong><span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">: If you enjoy my local tools and models and want to support me with real cents rather than just platform Buzz, you can do so here: </span><a target="_blank" rel="ugc" href="https://ko-fi.com/monsieurbaka">https://ko-fi.com/monsieurbaka</a><span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">. Your support directly speeds up new software updates and model releases!</span></p><h2 id="about-the-problem">About the Problem</h2><p>Popular base models are generally good at creating an overall medieval warrior appearance, but they often struggle with historically plausible armor and weapons.</p><p>The connections between armor elements can start looking random, real weapon constructions get simplified or mixed together, and proper weapon grips and hand positioning are often broken.</p><p>Instead of historical examples, the model can easily turn everything into yet another piece of Fantasy armor: armored bras, decorative pauldrons, and random scale armor inspired by yet another TV series about The Witcher.</p><p><strong>Medieval Helper LoRA</strong> was trained to improve the model’s understanding of these concepts and bring generation closer to real medieval armor and weapon constructions.</p><p>The training used 119 images collected from historical reenactments and museum exhibits.</p><p><strong>Important:</strong> this LoRA<strong> cannot fix fundamental problems of the base mode</strong>l. For example, <strong>Klein 4B </strong>and <strong>Klein 9B</strong> may still have severe anatomical issues. <a target="_blank" rel="ugc" href="https://civarchive.com/models/2324991/klein-anatomy-quality-fixer">In such cases, it may be useful to use third-party helper LoRAs.</a></p><h3 id="trigger">Trigger</h3><p><strong>No special trigger word </strong>is required for any of the versions.</p><p>The concepts should be invoked directly using their natural names.</p><h2 id="versions">Versions</h2><h3 id="krea-2-v2"><strong>Krea 2 V2 </strong></h3><p>V2 expands the dataset. The list of concepts has been expanded (see below), and stylized images were added during training for contrast. </p><h3 id="krea-2">Krea 2</h3><p>At the moment, this is the base model where the LoRA shows the most interesting behavior.</p><p>What I particularly like is how the understanding of individual concepts improves after enabling the LoRA: the model becomes noticeably better at distinguishing specific armor elements, weapons, and their construction.</p><p>Krea 2 also handles more complex and diverse prompts well, so this is where you can experiment with combinations of different historical concepts, artistic styles, and more complex scenes.</p><h3 id="klein-9b">Klein 9B</h3><p>For Klein 9B, I recommend generating at around <strong>8 steps</strong>.</p><p>Among the samplers, I particularly like <strong>res_multistep</strong>. In my experience, it helps reduce some of the model’s characteristic problems, especially situations involving multiple legs or strange variations of two-handed swords.</p><p>However, the LoRA itself does not eliminate Klein 9B’s fundamental anatomical problems. Its primary purpose is to improve the understanding and reproduction of the trained armor and weapon concepts.</p><h3 id="klein-4b">Klein 4B</h3><p>It is essentially the same situation as with Klein 9B, but the base model has more fundamental problems.</p><p>The LoRA improves the understanding of specific concepts, but it should not be expected to fix fundamental errors in the model itself.</p><p>The main advantage of this version is <strong>commercial-free use of the base model</strong>.</p><h3 id="anima">Anima</h3><p><strong>I did not like the result of training.</strong></p><h2 id="known-concepts-(main-list-for-all-versions)">Known Concepts (Main list for all versions)</h2><p>Below is a list of concepts that were sufficiently represented in the dataset and were considered trained. The list is sorted by the number of images in which each concept appeared.</p><h3 id="armor-and-helmets">Armor &amp; Helmets</h3><p><code>full plate armor</code><br /><code>close helm</code><br /><code>articulated pauldrons</code><br /><code>pointed sabatons</code><br /><code>pointed visor</code><br /><code>gambeson</code><br /><code>pivoting visor</code><br /><code>fluted plates</code><br /><code>sallet helmet</code><br /><code>hourglass gauntlets</code><br /><code>buckled front closure</code><br /><code>articulated fingers</code><br /><code>segmented finger plates</code><br /><code>mail skirt</code><br /><code>greaves</code></p><h3 id="weapons-and-handling">Weapons &amp; Handling</h3><p><code>longsword</code><br /><code>wooden haft</code><br /><code>spike point</code> (halberd)<br /><code>halberd</code><br /><code>back spike</code><br /><code>axe blade</code><br /><code>flanged mace</code><br /><code>flanged head</code><br /><code>buckler</code><br /><code>buckler grip</code><br /><code>long grip</code></p><h3 id="shields-and-mail:">Shields &amp; Mail:</h3><p><code>central boss</code><br /><code>mail hauberk</code><br /><code>mail aventail</code><br /><code>ventilation holes</code>(helmet)</p><h3 id="non-european-other-cultures:"><strong>Non-European / Other Cultures:</strong></h3><p><code>samurai armor</code><br /><code>lamellar cuirass</code><br /><code>kusazuri</code><br /><code>menpo</code><br /><code>mask helmet</code><br /><code>cloak</code><br /><code>kabuto helmet</code><br /><code>lamellar armor</code><br /><code>round shield</code><br /><code>conical helmet</code></p><h2 id="addons-exclusively-for-krea-2-v2:">Addons exclusively for Krea 2 V2:</h2><h3 id="horses-and-mounted-combathorse-armorchanfroncrinetpeytralflanchardshorse-caparisonmounted-knight-(seat-rein-grip-lance-carry-as-a-composition-concept)"><em>Horses &amp; Mounted Combat</em><br /><code>horse armor</code><br /><code>chanfron</code><br /><code>crinet</code><br /><code>peytral</code><br /><code>flanchards</code><br /><code>horse caparison</code><br /><code>mounted knight</code> (seat, rein grip, lance carry as a composition concept)</h3><h3 id="shield-attachmentheater-shieldkite-shieldforearm-strap-(enarme)sword-belt-hanger"><em>Shield Attachment</em><br /><code>heater shield</code><br /><code>kite shield</code><br /><code>forearm strap</code> (enarme)<br /><code>sword belt hanger</code></h3><h3 id="new-weapon-typesfalchionmessersabrerapier-swept-hiltsmallswordestocstilettobardicheglaivebillvoulgewar-scythecorseque-ranseur"><em>New Weapon Types</em><br /><code>falchion</code><br /><code>messer</code><br /><code>sabre</code><br /><code>rapier</code> / <code>swept hilt</code><br /><code>smallsword</code><br /><code>estoc</code><br /><code>stiletto</code><br /><code>bardiche</code><br /><code>glaive</code><br /><code>bill</code><br /><code>voulge</code><br /><code>war scythe</code><br /><code>corseque</code> / <code>ranseur</code></h3><h3 id="new-helmetsbarbutekettle-hatmorionfrog-mouth-helmnasal-helmarmetgreat-helm"><em>New Helmets</em><br /><code>barbute</code><br /><code>kettle hat</code><br /><code>morion</code><br /><code>frog mouth helm</code><br /><code>nasal helm</code><br /><code>armet</code><br /><code>great helm</code></h3><h3 id="armor-detailsgorgettassetspoleynsleg-armorleather-arming-strapsarming-sword"><em>Armor Details</em><br /><code>gorget</code><br /><code>tassets</code><br /><code>poleyns</code><br /><code>leg armor</code><br /><code>leather arming straps</code><br /><code>arming sword</code></h3><h3 id="non-europeanmongol-armor"><em>Non-European</em><br /><code>mongol armor</code></h3><h2 id="what-this-lora-is-designed-to-do">What This LoRA Is Designed to Do</h2><p>The main idea behind the project is not to make the model generate “medieval” as a separate style.</p><p>The goal is much narrower: <strong>to give the model a more consistent visual understanding of specific elements of historical armor, weapons, and ways of using them.</strong></p><p>Therefore, concepts such as <code>full plate armor</code>, <code>close helm</code>, <code>mail hauberk</code>, <code>longsword</code>, <code>samurai armor,</code> <code>mask helmet</code>, <code>halberd</code>, and others should work independently and be combined with ordinary prompts.</p><p>The LoRA is not a replacement for a good base model and is not a universal fix for anatomy. It is specifically a <strong>concept helper</strong> designed to help the base model better understand the historical construction of armor and weapons.</p>

Medieval Helper - Monsieur Baka

Medieval Helper Klein4b.safetensors

Klein 4b

Krea 2 V2

Klein 9b

Krea 2

### You are viewing the default Readme template as no detailed model-card was provided by the model’s contributors. You can access the model files in the "Files and versions" tab.
#### Model files may be downloaded with ModelScope SDK or through git clone directly.

Download with ModelScope’s Python SDK
```bash
#Install ModelScope
pip install modelscope
```
```python
#Download with ModelScope’s Python SDK
from modelscope import snapshot_download
model_dir = snapshot_download('AbdiDabdi/MedievalKlein4b')
```
Download with Git clone
```
git clone https://www.modelscope.ai/AbdiDabdi/MedievalKlein4b.git
```

<p style="color: lightgrey;">If you are a contributor to this model, we invite you to promptly update the model card content according to <a href="https://www.modelscope.ai/docs/contribute/model-integration" style="color: lightgrey; text-decoration: underline;">the model contribution documentation</a>.</p>


Files with SHA256: 0f8115063ed003804c11abb318fb1cb03a2bc827aeb2b6583737c1d6299755b8