description: <h1 id="heading-146">LoRa &amp; LyCORIS Fusion</h1><p>Trained on ~<strong>217 650</strong> MJ Images</p><p></p><p>LyCoris trained on 211 924 MJ Images<br />LoRa trained on 217 650 MJ Images</p><p></p><p>Merged in <a target="_blank" rel="ugc" href="http://di.FFUSION.ai">di.FFUSION.ai</a>-stage-I.safetensorsdim </p><p>dim128 | conv32 </p><p></p><ul><li><p>UNet attention weight average magnitude: 5.714574005824907</p></li><li><p>UNet attention weight average strength: 0.014448476696414102</p></li><li><p>UNet conv weight average magnitude: 3.623326885917904</p></li><li><p>UNet conv weight average strength: 0.00653153534681701</p></li><li><p>Text Encoder weight average magnitude: 5.401999128837191</p></li><li><p>Text Encoder weight average strength: 0.010774937006810953</p></li></ul><p></p><p>Training took less than a day on both using a 8 a100 (80GB) and 8 40GB</p><p><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7f2876b9-4198-4dfe-b73d-1182b7af1b44/width=525/7f2876b9-4198-4dfe-b73d-1182b7af1b44.jpeg" /></p><p><br />Samples were generated on SD 2.1 768 NoEma &amp; Ema / <span style="color:rgba(255, 255, 255, 0.85)">realismEngine_v10 /  classicNegativeSD21_classicNegative768px / aZovyaRPGArtistTools_sd21768V1</span></p><p></p><p>Negative used: </p><p> (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, red eyes, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation (oversaturated:1.5),(saturated:1.2),big contrast,contrast white burn,white spots overexposed,over saturated,burnt image,ugly,hideous,deformed,mutant,butchered,gore,sloppy,artifacts,mutilated,poorly drawn,poorly detailed,smudged,sketch,pencil,glossy skin,doll,plastic,lowres,overexposed,broken,fuzzy,aliasing,cheap,oldschool,poor quality,pixelated,sleepy,closed-eyes,crippled,crooked,weird,odd,distorted,erased,cut,hideous,pixelated,text,logo,watermark,deformed eyes,close up,((disfigured)),((bad art)),((deformed)),((extra limbs)),(((duplicate))),((morbid)),((mutilated)),out of frame,extra fingers,mutated hands,poorly drawn eyes,((poorly drawn hands)),((poorly drawn face)),(((mutation))),blurry,((bad anatomy)),(((bad proportions))),cloned face,body out of frame,bad anatomy,gross proportions,(malformed limbs),((missing arms)),((missing legs)),(((extra arms))),(((extra legs))),(fused fingers),(too many fingers),(((long neck))),tiling,mutated,cross-eye</p><p></p><p>Training data:<br /></p><p><strong>FFusion SM - LyCoris</strong></p><p>"ss_sd_model_name": "stabilityai/stable-diffusion-2-1-base",</p><p>    "ss_resolution": "(768, 768)",</p><p>    "ss_clip_skip": "2",</p><p>    "ss_num_train_images": "211924",</p><p>    "ss_network_args": </p><p>        "conv_dim": "16",</p><p>        "conv_alpha": "16",</p><p>        "algo": "loha"</p><p>    "ss_network_module": "lycoris.kohya",</p><p>"ss_optimizer": "torch.optim.adamw.AdamW(weight_decay=0.01,betas=(0.9, 0.99))",<br /></p><p><strong>FFusion SMB 3 - LoRa</strong></p><p>"ss_resolution": "(512, 512)",</p><p>    "ss_clip_skip": "2",</p><p>    "ss_num_train_images": "217650",</p><p>"ss_network_alpha": "128.0",</p><p>    "ss_network_args": {</p><p>        "conv_dim": "32",</p><p>        "conv_alpha": "32"</p><p>    "ss_network_dim": "128",</p><p>    "ss_network_module": "networks.lora",</p><p>    "ss_num_batches_per_epoch": "54422",</p><p>    "ss_optimizer": "dadaptation.dadapt_adam.DAdaptAdam(decouple=True,weight_decay=4.0,betas=(0.9, 0.98),use_bias_correction=True,log_every=100)"<br /></p><p><br />Fully trained only with Kohya S &amp; Shih-Ying Yeh (Kohaku-BlueLeaf) tools 🤟 🥃</p>
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name: Stage 1 - SD 2.1 - LoRa FFusion
tags: digital art tool styles di.ffusion.ai model sd 2.1 lora