Hui Buh from German trash movies <a target="_blank" rel="ugc" href="https://imdb.com/title/tt0428646">Hui Buh: The Goofy Ghost</a> and <a target="_blank" rel="ugc" href="https://imdb.com/title/tt14176696">Hui Buh and the Witchs Castle</a>. The character design is rougly based on the appearence of <a rel="ugc" href="https://imdb.com/name/nm0378660/mediaindex">Michael “Bully” Herbig</a>.Created as bf16 DoRa, so it might require a fairly modern inference engine and/or GPU.<h2 id="tags-5zf9h07w5">Tags</h2>👤 Primary tag<pre><code>HuiBuh</code></pre>🩼 Situational general tags<pre><code>1boy, solo</code></pre>🎯 Essential face tags<pre><code>bob cut, dark brown hair</code></pre>🩼 Situational face tags<pre><code>blunt bangs, thick eyebrows</code></pre>🎯 Essential clothing tags<pre><code>metal collar, armor</code></pre>🩼 Situational clothing tags<pre><code>chain, breastplate</code></pre><h2 id="inference-mpojym9nk">Inference</h2>Recommended checkpoints:<ul><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/314404?modelVersionId=712408">Pony Meme Diffusion</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/331116?modelVersionId=464939">Pony FaeTality</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/520661?modelVersionId=578496">Pony 2DN</a></li></ul>Recommended settings:<ul><li>Sampler: Euler a</li><li>Steps: 40</li><li>CFG scale: 7</li><li>Clip skip: 1 (yes, really)</li></ul><h2 id="changelog-owoiqzk0l">Changelog</h2>v1.0.11 → v1.2.25<ul><li>Decreased steps from 1040 to 832</li><li>Increased network alpha from 12.5% dim to 25% dim</li><li>Increased batch size from 1 to 4</li></ul>v1.2.25 → v1.2.35<ul><li>Trained for 10 more epochs</li></ul>v1.2.35 → v1.2.35-lite<ul><li>Reduced network dim from 32 to 8</li><li>Increased network alpha from 25% dim to 50% dim</li></ul>v1.2.35 → v1.3.35<ul><li>Decreased batch size from 4 to 1</li></ul>v1.3.35 → v1.4<ul><li>Changed learning rate scheduler from “cosine” to “constant”</li><li>Reduced learning rate from 0.001 to 0.0005</li><li>Increased steps from 832 to 1248</li><li>Disabled tag shuffling</li></ul><h2 id="development-ic5sw2yy4">Development</h2>This is my first ever lora developed, so please expect some training mistakes. I created the dataset from movie screencaps. It’s publicly available <a target="_blank" rel="ugc" href="https://huggingface.co/datasets/Jaidchen/hui-buh-booru-1024/viewer/default/train">here</a>. The training was done on a Colab L4 VM (22.5 gb VRAM) using custom software based on <a target="_blank" rel="ugc" href="https://github.com/kohya-ss/sd-scripts">kohya-ss/sd-scripts</a>.Kohya invocation:<pre><code>accelerate launch /content/repos/kohya-ss/sdxl_train_network.py --pretrained_model_name_or_path /content/inputModel/checkpoint.safetensors --vae /content/inputModel/vae.safetensors --train_data_dir dataset/train/dreambooth --output_dir /content/model --logging_dir /content/log --resolution 1024,1024 --save_model_as safetensors --text_encoder_lr 0.0001 --unet_lr 0.001 --network_dim 32 --network_alpha 8 --output_name hui_buh --max_train_steps 832 --caption_extension .txt --cache_latents --train_batch_size 4 --seed 1910506442 --shuffle_caption --caption_separator ', ' --cache_info --no_half_vae --network_module lycoris.kohya --network_args preset=full algo=lora dora_wd=True --optimizer_type adafactor --optimizer_args scale_parameter=False relative_step=False warmup_init=False --save_every_n_epochs 1 --learning_rate 0.001 --lr_scheduler cosine --highvram --xformers --gradient_checkpointing --fused_backward_pass --mixed_precision no --save_precision bf16 --sample_sampler euler_a --sample_prompts prompt.txt --sample_at_first --sample_every_n_epochs 1 --log_with wandb --wandb_api_key 👌 --wandb_run_name hui_buh-1723892649 --log_config --huggingface_repo_id Jaidchen/sdxl-pony-lora-hui-buh --huggingface_path_in_repo model --huggingface_repo_type model --huggingface_token 👌 --save_state_to_huggingface --async_upload --metadata_title 'Hui Buh' --metadata_author Jaidchen</code></pre><h2 id="collaboration-127r3nzrm">Collaboration</h2>Created in collaboration with:<ul><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/648850?modelVersionId=725936">Aki Hayakawa</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/justTNP">JustTNP</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/651154">Canas</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/630285">Volke</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/MadlyLaughing">MadlyLaughing</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/651201/kieran-pokemon-lora-pony?modelVersionId=728532">Kieran</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/ElizaPottinger">ElizaPottinger</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/363588/strahd-von-zarovich-or-curse-of-strahd-ponyxl?modelVersionId=722796">Strahd von Zarovich</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/ClamJam">ClamJam</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/651641/hibino-kafka-human-and-kaiju-kaiju-no-8?modelVersionId=729145">Hibino Kafka</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/dwnsty">dwnsty</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/656050/dead-or-alive-zack?modelVersionId=733987">Zack</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Lamancha50002310">Lamancha50002310</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/651206/aadit-or-my-time-at-portia-pony-xl-lora?modelVersionId=728536">Aadit</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/654908/hisao-nakai-or-katawa-shoujodisability-girls-pony-xl-lora?modelVersionId=732693">Hisao Nakai</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/NorthSpirit">NorthSpirit</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/638476/dahr-or-indivisible-character-lora-ponyxl?modelVersionId=713967">Dhar</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Bshi">Bshi</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/634961/shinada-tatsuo-yakuza-5-like-a-dragon-5-fulfiller-of-dreams-ponyxl-character-lycoris?modelVersionId=709884">Tatsuo Shinada </a>by <a target="_blank" rel="ugc" href="https://civarchive.com/user/guy90">guy90</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/656023/kensuke-aida-evangelion-series-5-outfits-1-vehicle?modelVersionId=733950">Kensuke Aida</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/DegenerateDiffusion">DegenerateDiffusion</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/638333/ferdinand-von-aegir-fire-emblem-three-houses-pony-diffusion?modelVersionId=713814">Ferdinand von Aegir</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/636118/hanneman-von-essar-fire-emblem-three-houses-pony-diffusion?modelVersionId=711225">Hanneman</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/bsinky">bsinky</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/652907/tatsuya-suou-persona-2-pony?modelVersionId=730448">Tatsuya Suou</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/FP_plus">FP_plus</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/654766?modelVersionId=732545">Sephiroth</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Vinbeez">Vinbeez</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/652124">Stark</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/652135">Jack Atlas</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/ChameleonAI">ChameleonAI</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/655520?modelVersionId=733389">Coomer</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/FallenIncursio">FallenIncursio</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/654297">Arbiter</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/richyrich515">richyrich515</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/654616?modelVersionId=732445">Space Dandy</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/655448/bobobo-bobobo-bo-bo-bobo-ponyxl?modelVersionId=733313">Bobobo</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Ravenfoot_">Ravenfoot</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/653985/ramza-beoulve-final-fantasy-tactics-sdxl-lora-pony-diffusion?modelVersionId=731662">Ramza Beoulve</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/novowels">novowels</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/655521/pony-xl-adamant-kongo-sensei-or-land-of-the-lustrous-houseki-no-kuni?modelVersionId=733387">Adamant</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Hoseki">Hoseki</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/629135/sir-ansbach-or-elden-ring-shadow-of-the-erdtree?modelVersionId=703383">Sir Ansbach </a>by <a target="_blank" rel="ugc" href="https://civarchive.com/user/wrench1815">wrench1815</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/649549/garron-paduk-or-gears-of-war">Garron Paduk</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/doomguy11111">doomguy1111</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/655941/keyaru-redo-of-healer-or-character-or-pdxl?modelVersionId=733864">Keyaru</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/_Y_">Yami</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/652570/alex-louis-armstrong-full-metal-alchemist-or-ponyxl?modelVersionId=730063">Alex Louis Armstrong</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/653964/senator-armstrong-metal-gear-rising-revengeance-or-ponyxl?modelVersionId=731629">Senator Armstrong</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Fandingo">Fandingo</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/625979/kim-dokja-or-omniscient-readers-viewpoint-or-manhwa-or-webtoon?modelVersionId=699806">Kim Dokja</a>, <a target="_blank" rel="ugc" href="https://civarchive.com/models/628999/yoo-joonghyuk-or-omniscient-readers-viewpoint-or-manhwa-or-webtoon?modelVersionId=703227">Yoo Joonghyuk</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/630507/min-ryu-black-scyth-or-the-100th-regression-of-the-max-level-player-or-manhwa-or-webtoon?modelVersionId=704883">Min Ryu</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Shufflebox">Shufflebox</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/655798/hui-buh-hui-buh-the-goofy-ghost-pony-xl-character?modelVersionId=733738">Hui Buh </a>by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Jaidchen">Jaidchen</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/655965/ponyxl-ushiromiya-battler-oror-umineko-when-they-cry">Ushiromiya Battler</a> by <a target="_blank" rel="ugc" href="https://civarchive.com/user/Shalie">Shalie</a></li></ul>Thanks to <a target="_blank" rel="ugc" href="https://civarchive.com/user/mfcg">mfcg</a> for collecting the links!

Hui Buh (Hui Buh: The Goofy Ghost) | Pony XL Character

hui_buh-v1.2.25.safetensors

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