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400GB FFusion Lora XL 1

🌌 FFusion's Universe of LoRA Models for Hugging Face 🌠

Welcome to the FFusion LoRA extracted models repository on Hugging Face! Here, we present a collection of models extracted using the Low-Rank Adaptation (LoRA) technique to provide a rich dataset for research and further exploration.

LoRA 66-98 Specifications

Model Name UNet Magnitude UNet Strength UNet Conv Magnitude UNet Conv Strength Text Encoder 1 Magnitude Text Encoder 1 Strength Text Encoder 2 Magnitude Text Encoder 2 Strength
sdxlYamersRealism_version2.FFai.lora64.safetensors 4.154722048359913 0.010771295011342323 4.015763928139778 0.004715556773610134 3.958945306529754 0.013064685133728026 3.9970537933453656 0.01012922219208529
FF.66.hassakuSfwNsfwAlphav_alphaV02.lora.safetensors 4.6113617624162275 0.011981260592954776 6.686307668617343 0.006950538604713883 3.807746602732888 0.012745779610859834 3.729743715233202 0.009551327927254742
FF.67.galaxytimemachinesGTM_xlplusV10.lora.safetensors 5.2081857497500135 0.012861152998866098 6.477215331015863 0.005731545812523109 3.865321475649114 0.012968309181164591 3.791585137796209 0.009739622211064131
FF.68.furtasticxl_BetaEPOCHS3.lora.safetensors 4.82028448554389 0.012252009690673311 6.774379998733585 0.007177153983462227 4.20241893596518 0.01346020465857439 4.260738640446866 0.010471828656006711
FF.69.formulaxlXLComfyui_v20Pruned.lora.safetensors 4.194797467480407 0.010794051441520451 5.658129971781666 0.004699672960547711 3.9974802957054556 0.013097433444426298 4.090353610501367 0.010226978548569817
FF.70.FinalAnimeCG_mk2a2.lora.safetensors 5.832734982003316 0.013620979564593433 6.588312134998715 0.006310420276329548 3.856879807170544 0.012947154068967848 3.7769155501438316 0.009654614341923677
FF.71.explicitFreedomNSFW_beta.lora.safetensors 4.501298830893416 0.01109003259855744 6.204555848757276 0.005750268214362425 3.85944453350698 0.012919606802022875 3.9375385889629477 0.010088601556714144
FF.72.endjourneyXL_v11.lora.safetensors 4.202640614034873 0.010788684869548844 5.80301284455635 0.005029451652697187 3.835258093635928 0.012878727225694529 3.7550355683040344 0.009627099200498888
FF.73.dreamshaperXL10_alpha2Xl10.lora.safetensors 3.859263254032285 0.010177448403109668 0.0 0.0 Not Found Not Found Not Found Not Found
FF.74.copaxTimelessxlSDXL1_v5.lora.safetensors 4.006565464438231 0.010389718183037322 5.738000089710234 0.0048703539869873365 Not Found Not Found Not Found Not Found
FF.75.cinemaxAlphaSDXLCinema_alpha1.lora.safetensors 4.466204403397648 0.011222293042751443 5.684097723570108 0.004689726735887235 3.9233677697347935 0.013047985608868315 3.967672834668905 0.010161683571519127
FF.76.brixlAMustInYour_v20Banu.lora.safetensors 5.201652157233597 0.012340885235722432 6.246570986909302 0.005628776318139394 3.7901131354041215 0.012251635754363702 3.9011343266469787 0.009675557128661683
FF.77.animeChangefulXL_v10ReleasedCandidate.lora.safetensors 4.8712592588918255 0.011882757534620026 6.307265147238472 0.005707653219309981 3.806143895360976 0.012739821013629662 3.7378093050117975 0.009586058803350757
FF.78.xlYamersCartoonArcadia_v1.lora.safetensors 4.353353198959002 0.010753757289463425 5.9177157902332835 0.0051653985959496315 3.8127760281067853 0.012772330040804636 3.764581932297466 0.009682294095990565
FF.79.venusxl_v11.lora.safetensors 4.0781163529498725 0.01056802143213069 5.725042873950945 0.004766753768581111 3.8819661703272876 0.01297504551077796 3.8989897630581978 0.00999233670699671
FF.80.unsafexl_v20.lora.safetensors 4.433128703574937 0.01126235056722307 5.6776551531768105 0.004711627911345002 3.9928442365475028 0.013100078304973888 3.945462724939238 0.010062376848996262
FF.81.sdxlYamersRealism_version2.lora.safetensors 4.229406260655774 0.01076863108078825 5.653783535189452 0.004649401315378378 3.958945306529754 0.013064685133728026 3.9970537933453656 0.01012922219208529
FF.82.sdxlUnstableDiffusers_v6StabilityEater.lora.safetensors 4.387654105095919 0.010840575656477952 5.859291158408854 0.004964447160293478 3.8646596391683863 0.012911755181541458 3.840901404987889 0.009815472265736007
FF.83.sdxlNuclearGeneralPurposeSemi_v10.lora.safetensors 4.329690552630377 0.01081156604611163 5.754435529197304 0.004791491470688117 3.908995280978119 0.012984716052686607 3.8730233638208733 0.009816295838443996
FF.84.sdvn6Realxl_detailface.lora.safetensors 3.9204966894076203 0.010152018695796424 5.609827023476847 0.004578104347668462 Not Found Not Found Not Found Not Found
FF.85.samaritan3dCartoon_v40SDXL.lora.safetensors 4.1930053871423265 0.010823639858269587 6.242507300692357 0.006012499761466946 3.807746602732888 0.012745779610859834 3.729743715233202 0.009551327927254742
FF.86.realvisxlV10_v10VAE.lora.safetensors 4.035726046516959 0.01043685083171328 5.780022388037139 0.0049551385295671935 3.862534960968426 0.01291815120168007 3.8792245692334855 0.010027987691388776
FF.87.RealitiesEdgeXLANIME_20.lora.safetensors 4.322741449452443 0.011017050541178184 5.957632120776351 0.005321540223768453 3.9027693617053862 0.013066310297084008 3.941240896860996 0.010187814902599733
FF.88.RealitiesEdgeXL_30.lora.safetensors 4.527436449035657 0.011438576163998578 6.042128532601058 0.0053643976503331536 3.96435868300754 0.013183793628117942 4.03501811478197 0.01033219734045475
FF.89.realisticStockPhoto_v10.lora.safetensors 4.178010046544553 0.01060077238986419 5.832883513120958 0.005094057992644391 3.838598740372775 0.012775584451815206 3.8534473782218375 0.009703626948148766
FF.90.realisticFreedomSFW_alpha.lora.safetensors 4.570225351823505 0.011338880456799554 6.107921122775599 0.005313926393612039 3.9145800451769137 0.012987243885510853 3.9456476675702756 0.010086475486504298
FF.91.realcartoonXL_v2.lora.safetensors 4.264556294830096 0.010837268212782766 5.775273580445967 0.004823115907624419 3.868685000881062 0.012967535154814412 3.8942008722126786 0.009956078788817995
FF.92.pyrosSDModelsBlowjob_v0122022steps.lora.safetensors 4.29299465986103 0.011065152509191439 6.148179389228268 0.005785365500822891 Not Found Not Found Not Found Not Found
FF.93.pyrosNSFWSDXL_v013e6.lora.safetensors 4.462978487594761 0.011458003048327881 6.365678967519903 0.006252718402740558 Not Found Not Found Not Found Not Found
FF.94.nightvisionXLPhotorealisticPortrait_v0743ReleaseBakedvae.lora.safetensors 4.30821859959078 0.01092674471500856 5.760595716272804 0.0047913433799900915 4.082814836813033 0.013277437149876429 4.269554751742187 0.0104525629385582
FF.95.newone_v10.lora.safetensors 3.9863974933790827 0.010221166935769414 5.591587011383119 0.004544408523927106 3.826913276992613 0.012515731668562081 3.7789877235680827 0.008847150427050579
FF.96.MOHAWK_v10BETA.lora.safetensors 4.13427196290026 0.010604709463386349 5.906059771550209 0.005266774851315859 3.8816106810049615 0.013007851116722372 3.795246249757246 0.009741588405668723
FF.97.juggernautXL_version4.lora.safetensors 4.351658373013424 0.01097575598820061 5.7254163997882515 0.0048427100518286656 3.98009165065858 0.013189073899460014 4.452439746998783 0.010877184808674183
FF.98.sdxlYamersRealism_version2.lora.safetensors 4.229406260655774 0.01076863108078825 5.653783535189452 0.004649401315378378 3.958945306529754 0.013064685133728026 3.9970537933453656 0.01012922219208529

FF-lora-xl1 FF-lora-xl2 FF-lora-xl3 FF-loras-68-96-1 FF-loras-68-96-2 FF-loras-68-96-3 FF-loras-68-96-4 FF-loras-68-96-5 FF-loras-68-96-6 FF-loras-68-96-7 FF-loras-68-96-8

πŸ“¦ Base Models

The following models served as the foundation for our extractions:

🌟 Recommended Models for Inference

For those on the quest for ideal models to drive their inference tasks, we especially recommend:

Rest assured, our LoRAs, even at weight 1.0, maintain compatibility with most of the current SDXL models.

πŸ” Extraction Details

  • Variants: Each base model was extracted into 4-5 distinct variants.
  • Extraction Depth: The models uploaded here contain approximately 70% of extracted data. These extractions yield a dataset size of around 400 GB.
  • Precision: We experimented with both float32 and float64 for optimal extraction results.
  • Differences Measurement: Singular Value Decomposition (SVD) was utilized to measure differences between the original and the tuned models. A threshold of 1e-3 was commonly used, although in some cases, 1e-5 and 1e-2 were tested.
  • Demonstration Parameters: For our demonstration, we employed "conv_dim": 256 and "conv_alpha": 256.

400GB FFusion Lora XL 8

βš™οΈ Technical Notes

  • Most SDXL models in this collection are not traditionally "trained." Instead, they are merged from previous SDXL 0.9 versions or created using other methods with the help of Comfy UI.
  • An important note for users: all models saved with Comfy add an extra key text_model.encoder.text_model.embeddings.position_ids. We've made necessary adjustments to ensure compatibility with the current scripts from Kohoya.

πŸ“ˆ Use Cases

These extracted models are intended for research and testing. They can be particularly useful for:

  • Investigating the potential of merging multiple LoRAs.
  • Weighting experiments with 1-5 LoRAs simultaneously.
  • Exploring the differences and similarities between LoRAs extracted from different base models. 400GB FFusion Lora XL 2

FFusion LoRA Extracted Models - How to Use Guide 🧠

Welcome to the technical guide for using the FFusion LoRA extracted models. This document will walk you through the steps required to fuse LoRA parameters, load checkpoints, and perform inference.

Fusing LoRA Parameters πŸ”—

To merge the LoRA parameters with the original parameters of the underlying model(s), leading to a potential speedup in inference latency:

pipe.fuse_lora()

Unfusing LoRA Parameters ⛓️

To revert the effects of fuse_lora():

pipe.unfuse_lora()

Working with Different LoRA Scales 🎚️

To control the influence of the LoRA parameters on the outputs:

pipe.fuse_lora(lora_scale=0.5)

Working with FFusion Models πŸ”

Here's how to load and utilize our FFusion models:

from diffusers import DiffusionPipeline
import torch

pipeline_id = "FFusion/FFusionXL-BASE"

pipe = DiffusionPipeline.from_pretrained(pipeline_id, torch_dtype=torch.float16)
pipe.enable_model_cpu_offload()

lora_model_id = "FFusion/400GB-LoraXL"
lora_filename = "FFai.0038.Realitycheckxl_Alpha11.lora.safetensors"
pipe.load_lora_weights(lora_model_id, weight_name=lora_filename)

prompt = "papercut sonic"
image = pipe(prompt=prompt, num_inference_steps=20, generator=torch.manual_seed(0)).images[0]
image

Running Inference πŸ–ΌοΈ

After loading the desired model, you can perform inference as follows:

generator = torch.manual_seed(0)
images_fusion = pipe(
    - "masterpiece, best quality, mountain", output_type="np", generator=generator, num_inference_steps=25
).images

⚠️ License & Usage Disclaimers

Please review the full license agreement before accessing or using the models.

πŸ”΄ The models and weights available in this repository are strictly for research and testing purposes, with exceptions noted below. They are not generally intended for commercial use and are dependent on each individual LORA.

πŸ”΅ Exception for Commercial Use: The FFusionXL-BASE, FFusion-BaSE, di.FFUSION.ai-v2.1-768-BaSE-alpha, and di.ffusion.ai.Beta512 models are trained by FFusion AI using images for which we hold licenses. Users are advised to primarily use these models for a safer experience. These particular models are allowed for commercial use.

πŸ”΄ Disclaimer: FFusion AI, in conjunction with Source Code Bulgaria Ltd and BlackswanTechnologies, does not endorse or guarantee the content produced by the weights in each LORA. There's potential for generating NSFW or offensive content. Collectively, we expressly disclaim responsibility for the outcomes and content produced by these weights.

πŸ”΄ Acknowledgement: The FFusionXL-BASE model model is a uniquely developed version by FFusion AI. Rights to this and associated modifications belong to FFusion AI and Source Code Bulgaria Ltd. Ensure adherence to both this license and any conditions set by Stability AI Ltd for referenced models.

Library of Available LoRA Models πŸ“š

You can choose any of the models from our repository on Hugging Face or the upcoming repository on CivitAI. Here's a list of available models with lora_model_id = "FFusion/400GB-LoraXL":

lora_filename = 
    - FFai.0001.4Guofeng4xl_V1125d.lora_Dim64.safetensors
    - FFai.0002.4Guofeng4xl_V1125d.lora_Dim8.safetensors
    - FFai.0003.4Guofeng4xl_V1125d.loraa.safetensors
    - FFai.0004.Ambiencesdxl_A1.lora.safetensors
    - FFai.0005.Ambiencesdxl_A1.lora_8.safetensors
    - FFai.0006.Angrasdxl10_V22.lora.safetensors
    - FFai.0007.Animaginexl_V10.lora.safetensors
    - FFai.0008.Animeartdiffusionxl_Alpha3.lora.safetensors
    - FFai.0009.Astreapixiexlanime_V16.lora.safetensors
    - FFai.0010.Bluepencilxl_V010.lora.safetensors
    - FFai.0011.Bluepencilxl_V021.lora.safetensors
    - FFai.0012.Breakdomainxl_V03d.lora.safetensors
    - FFai.0013.Canvasxl_Bfloat16v002.lora.safetensors
    - FFai.0014.Cherrypickerxl_V20.lora.safetensors
    - FFai.0015.Copaxtimelessxlsdxl1_V44.lora.safetensors
    - FFai.0016.Counterfeitxl-Ffusionai-Alpha-Vae.lora.safetensors
    - FFai.0017.Counterfeitxl_V10.lora.safetensors
    - FFai.0018.Crystalclearxl_Ccxl.lora.safetensors
    - FFai.0019.Deepbluexl_V006.lora.safetensors
    - FFai.0020.Dream-Ffusion-Shaper.lora.safetensors
    - FFai.0021.Dreamshaperxl10_Alpha2xl10.lora.safetensors
    - FFai.0022.Duchaitenaiartsdxl_V10.lora.safetensors
    - FFai.0023.Dynavisionxlallinonestylized_Beta0371bakedvae.lora.safetensors
    - FFai.0024.Dynavisionxlallinonestylized_Beta0411bakedvae.lora.safetensors
    - FFai.0025.Fantasticcharacters_V55.lora.safetensors
    - FFai.0026.Fenrisxl_V55.lora.safetensors
    - FFai.0027.Fudukimix_V10.lora.safetensors
    - FFai.0028.Infinianimexl_V16.lora.safetensors
    - FFai.0029.Juggernautxl_Version1.lora_1.safetensors
    - FFai.0030.Lahmysterioussdxl_V330.lora.safetensors
    - FFai.0031.Mbbxlultimate_V10rc.lora.safetensors
    - FFai.0032.Miamodelsfwnsfwsdxl_V30.lora.safetensors
    - FFai.0033.Morphxl_V10.lora.safetensors
    - FFai.0034.Nightvisionxlphotorealisticportrait_Beta0681bakedvae.lora_1.safetensors
    - FFai.0035.Osorubeshialphaxl_Z.lora.safetensors
    - FFai.0036.Physiogenxl_V04.lora.safetensors
    - FFai.0037.Protovisionxlhighfidelity3d_Beta0520bakedvae.lora.safetensors
    - FFai.0038.Realitycheckxl_Alpha11.lora.safetensors
    - FFai.0039.Realmixxl_V10.lora.safetensors
    - FFai.0040.Reproductionsdxl_V31.lora.safetensors
    - FFai.0041.Rundiffusionxl_Beta.lora.safetensors
    - FFai.0042.Samaritan3dcartoon_V40sdxl.lora.safetensors
    - FFai.0043.Sdvn6realxl_Detailface.lora.safetensors
    - FFai.0044.Sdvn7realartxl_Beta2.lora.safetensors
    - FFai.0045.Sdxl10arienmixxlasian_V10.lora.safetensors
    - FFai.0046.Sdxlbasensfwfaces_Sdxlnsfwfaces03.lora.safetensors
    - FFai.0047.Sdxlfaetastic_V10.lora.safetensors
    - FFai.0048.Sdxlfixedvaefp16remove_Basefxiedvaev2fp16.lora.safetensors
    - FFai.0049.Sdxlnijiv4_Sdxlnijiv4.lora.safetensors
    - FFai.0050.Sdxlronghua_V11.lora.safetensors
    - FFai.0051.Sdxlunstablediffusers_V5unchainedslayer.lora.safetensors
    - FFai.0052.Sdxlyamersanimeultra_Yamersanimev2.lora.safetensors
    - FFai.0053.Shikianimexl_V10.lora.safetensors
    - FFai.0054.Spectrumblendx_V10.lora.safetensors
    - FFai.0055.Stablediffusionxl_V30.lora.safetensors
    - FFai.0056.Talmendoxlsdxl_V11beta.lora.safetensors
    - FFai.0057.Wizard_V10.lora.safetensors
    - FFai.0058.Wyvernmix15xl_Xlv11.lora.safetensors
    - FFai.0059.Xl13asmodeussfwnsfw_V17bakedvae.lora.safetensors
    - FFai.0060.Xl3experimentalsd10xl_V10.lora.safetensors
    - FFai.0061.Xl6hephaistossd10xlsfw_V21bakedvaefp16fix.lora.safetensors
    - FFai.0062.Xlperfectdesign_V2ultimateartwork.lora.safetensors
    - FFai.0063.Xlyamersrealistic_V3.lora.safetensors
    - FFai.0064.Xxmix9realisticsdxl_Testv20.lora.safetensors
    - FFai.0065.Zavychromaxl_B2.lora.safetensors
    - FF.66.hassakuSfwNsfwAlphav_alphaV02.lora.safetensors
    - FF.67.galaxytimemachinesGTM_xlplusV10.lora.safetensors
    - FF.68.furtasticxl_BetaEPOCHS3.lora.safetensors
    - FF.69.formulaxlXLComfyui_v20Pruned.lora.safetensors
    - FF.70.FinalAnimeCG_mk2a2.lora.safetensors
    - FF.71.explicitFreedomNSFW_beta.lora.safetensors
    - FF.72.endjourneyXL_v11.lora.safetensors
    - FF.73.dreamshaperXL10_alpha2Xl10.lora.safetensors
    - FF.74.copaxTimelessxlSDXL1_v5.lora.safetensors
    - FF.75.cinemaxAlphaSDXLCinema_alpha1.lora.safetensors
    - FF.76.brixlAMustInYour_v20Banu.lora.safetensors
    - FF.77.animeChangefulXL_v10ReleasedCandidate.lora.safetensors
    - FF.78.xlYamersCartoonArcadia_v1.lora.safetensors
    - FF.79.venusxl_v11.lora.safetensors
    - FF.80.unsafexl_v20.lora.safetensors
    - FF.81.sdxlYamersRealism_version2.lora.safetensors
    - FF.82.sdxlUnstableDiffusers_v6StabilityEater.lora.safetensors
    - FF.83.sdxlNuclearGeneralPurposeSemi_v10.lora.safetensors
    - FF.84.sdvn6Realxl_detailface.lora.safetensors
    - FF.85.samaritan3dCartoon_v40SDXL.lora.safetensors
    - FF.86.realvisxlV10_v10VAE.lora.safetensors
    - FF.87.RealitiesEdgeXLANIME_20.lora.safetensors
    - FF.88.RealitiesEdgeXL_30.lora.safetensors
    - FF.89.realisticStockPhoto_v10.lora.safetensors
    - FF.90.realisticFreedomSFW_alpha.lora.safetensors
    - FF.91.realcartoonXL_v2.lora.safetensors
    - FF.92.pyrosSDModelsBlowjob_v0122022steps.lora.safetensors
    - FF.93.pyrosNSFWSDXL_v013e6.lora.safetensors
    - FF.94.nightvisionXLPhotorealisticPortrait_v0743ReleaseBakedvae.lora.safetensors
    - FF.95.newone_v10.lora.safetensors
    - FF.96.MOHAWK_v10BETA.lora.safetensors
    - FF.97.juggernautXL_version4.lora.safetensors
    - FF.98.sdxlYamersRealism_version2.lora.safetensors

πŸ“Š Text Encoder Difference Overview

Based on the extraction process, we observed the following differences in the text encoder across various models: FFusionAI tests

  • bluePencilXL_v021 βœ… Text encoder available. Difference by 0.00140380859375
  • sdvn7Realartxl_beta2 βœ… Text encoder available. Difference by 0.00362396240234375
  • 4Guofeng4XL_v1125D 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • ambienceSDXL_a1 βœ… Text encoder available. Difference by 0.003082275390625
  • angraSDXL10_v22 βœ… Text encoder available. Difference by 0.001953125
  • animagineXL_v10 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • animeArtDiffusionXL_alpha3 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • astreapixieXLAnime_v16 βœ… Text encoder available. Difference by 0.0029296875
  • bluePencilXL_v010 βœ… Text encoder available. Difference by 0.00177001953125
  • breakdomainxl_v03d βœ… Text encoder available. Difference by 0.0013427734375
  • canvasxl_Bfloat16V002 βœ… Text encoder available. Difference by 0.00390625
  • cherryPickerXL_v20 βœ… Text encoder available. Difference by 0.0016450881958007812
  • copaxTimelessxlSDXL1_v44 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • counterfeitxl_v10 βœ… Text encoder available. Difference by 0.001708984375
  • crystalClearXL_ccxl βœ… Text encoder available. Difference by 0.0012865066528320312
  • deepblueXL_v006 βœ… Text encoder available. Difference by 0.00200653076171875
  • dreamshaperXL10_alpha2Xl10 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • duchaitenAiartSDXL_v10 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • dynavisionXLAllInOneStylized_beta0371Bakedvae βœ… Text encoder available. Difference by 0.00321197509765625
  • dynavisionXLAllInOneStylized_beta0411Bakedvae βœ… Text encoder available. Difference by 0.0037841796875
  • envyoverdrivexl_v11 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • envypoodaxl01_v10 βœ… Text encoder available. Difference by 0.0011358261108398438
  • fantasticCharacters_v55 βœ… Text encoder available. Difference by 0.00390625
  • fenrisxl_V55 βœ… Text encoder available. Difference by 0.0086822509765625
  • fudukiMix_v10 βœ… Text encoder available. Difference by 0.0011138916015625
  • infinianimexl_v16 βœ… Text encoder available. Difference by 0.0048828125
  • juggernautXL_version1 βœ… Text encoder available. Difference by 0.001953125
  • LahMysteriousSDXL_v330 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • mbbxlUltimate_v10RC 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • miamodelSFWNSFWSDXL_v30 βœ… Text encoder available. Difference by 0.0047607421875
  • morphxl_v10 βœ… Text encoder available. Difference by 0.001861572265625
  • nightvisionXLPhotorealisticPortrait_beta0681Bakedvae βœ… Text encoder available. Difference by 0.013885498046875
  • osorubeshiAlphaXL_z βœ… Text encoder available. Difference by 0.005615234375
  • physiogenXL_v04 βœ… Text encoder available. Difference by 0.00390625
  • protovisionXLHighFidelity3D_beta0520Bakedvae βœ… Text encoder available. Difference by 0.007568359375
  • realitycheckXL_alpha11 βœ… Text encoder available. Difference by 0.0015010833740234375
  • realmixXL_v10 βœ… Text encoder available. Difference by 0.0023899078369140625
  • reproductionSDXL_v31 βœ… Text encoder available. Difference by 0.00146484375
  • rundiffusionXL_beta βœ… Text encoder available. Difference by 0.00196075439453125
  • samaritan3dCartoon_v40SDXL βœ… Text encoder available. Difference by 0.0009765625
  • sdvn6Realxl_detailface 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • sdxl10ArienmixxlAsian_v10 βœ… Text encoder available. Difference by 0.00048828125
  • sdxlbaseNsfwFaces_sdxlNsfwFaces03 βœ… Text encoder available. Difference by 0.008056640625
  • sdxlFaetastic_v10 βœ… Text encoder available. Difference by 0.0029296875
  • sdxlFixedvaeFp16Remove_baseFxiedVaeV2Fp16 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • sdxlNijiV4_sdxlNijiV4 βœ… Text encoder available. Difference by 0.0009765625
  • SDXLRonghua_v11 βœ… Text encoder available. Difference by 0.0009765625
  • sdxlUnstableDiffusers_v5UnchainedSlayer βœ… Text encoder available. Difference by 0.001251220703125
  • sdxlYamersAnimeUltra_yamersAnimeV2 βœ… Text encoder available. Difference by 0.000732421875
  • sdXL_v10VAEFix 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • shikianimexl_v10 βœ… Text encoder available. Difference by 0.0009765625
  • spectrumblendx_v10 βœ… Text encoder available. Difference by 0.0013065338134765625
  • stableDiffusionXL_v30 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • talmendoxlSDXL_v11Beta 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • wizard_v10 βœ… Text encoder available. Difference by 0.000244140625
  • sdxlYamersRealism_version2 - βœ… Text encoder available. Difference by 0.0048828125
  • animeChangefulXL_v10ReleasedCandidate - βœ… Text encoder available. Difference by 0.00390625
  • brixlAMustInYour_v20Banu - βœ… Text encoder available. Difference by 0.001434326171875
  • cinemaxAlphaSDXLCinema_alpha1 - βœ… Text encoder available. Difference by 0.00311279296875
  • copaxTimelessxlSDXL1_v5 - 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • dreamshaperXL10_alpha2Xl10 - 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • endjourneyXL_v11 - βœ… Text encoder available. Difference by 0.0029296875
  • explicitFreedomNSFW_beta - βœ… Text encoder available. Difference by 0.001220703125
  • FinalAnimeCG_mk2a2 - βœ… Text encoder available. Difference by 0.00390625
  • formulaxlXLComfyui_v20Pruned - βœ… Text encoder available. Difference by 0.002643585205078125
  • furtasticxl_BetaEPOCHS3 - βœ… Text encoder available. Difference by 0.013824462890625
  • galaxytimemachinesGTM_xlplusV10 - βœ… Text encoder available. Difference by 0.0012865066528320312
  • hassakuSfwNsfwAlphav_alphaV02 - βœ… Text encoder available. Difference by 0.00390625
  • juggernautXL_version4 - βœ… Text encoder available. Difference by 0.0019378662109375
  • MOHAWK_v10BETA - βœ… Text encoder available. Difference by 0.00103759765625
  • newone_v10 - βœ… Text encoder available. Difference by 0.001190185546875
  • nightvisionXLPhotorealisticPortrait_v0743ReleaseBakedvae - βœ… Text encoder available. Difference by 0.009429931640625
  • pyrosNSFWSDXL_v013e6 - 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • pyrosSDModelsBlowjob_v0122022steps - 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • realisticFreedomSFW_alpha - βœ… Text encoder available. Difference by 0.0011749267578125
  • realisticStockPhoto_v10 - βœ… Text encoder available. Difference by 0.0011444091796875
  • RealitiesEdgeXLANIME_20 - βœ… Text encoder available. Difference by 0.0018310546875
  • RealitiesEdgeXL_30 - βœ… Text encoder available. Difference by 0.004150390625
  • realvisxlV10_v10VAE - βœ… Text encoder available. Difference by 0.0029296875
  • samaritan3dCartoon_v40SDXL - βœ… Text encoder available. Difference by 0.00390625
  • sdvn6Realxl_detailface - 🚫 Text encoder unavailable. Same as SDXL 1.0 Base
  • sdxlNuclearGeneralPurposeSemi_v10 - βœ… Text encoder available. Difference by 0.003021240234375
  • sdxlUnstableDiffusers_v6StabilityEater - βœ… Text encoder available. Difference by 0.0029296875
  • sdxlYamersRealism_version2 - βœ… Text encoder available. Difference by 0.0048828125
  • unsafexl_v20 - βœ… Text encoder available. Difference by 0.068359375
  • venusxl_v11 - βœ… Text encoder available. Difference by 0.0013863444328308105
  • xlYamersCartoonArcadia_v1 - βœ… Text encoder available. Difference by 0.0029296875

πŸŽ‰ Acknowledgements & Citations

A huge shoutout to the community for their continued support and feedback. Together, we are pushing the boundaries of what's possible with machine learning!

We would also like to acknowledge and give credit to the following projects and authors:

  • ComfyUI: We've used and modified portions of ComfyUI for our work.
  • kohya-ss/sd-scripts and bmaltais: Our work also incorporates modifications from kohya-ss/sd-scripts.
  • lora-inspector: We've benefited from the lora-inspector project.
  • KohakuBlueleaf: Special mention to KohakuBlueleaf for their invaluable contributions.

400GB FFusion Lora XL 1

400GB FFusion Lora XL 3

400GB FFusion Lora XL 4

400GB FFusion Lora XL 5

400GB FFusion Lora XL 6

400GB FFusion Lora XL 7

400GB FFusion Lora XL 9

HowMuch ???

60% Works

Have you ever asked yourself, "How much space have I wasted on *.ckpt and *.safetensors checkpoints?" πŸ€” Say hello to HowMuch: Checking checkpoint wasted space since... well, now!

πŸ˜„ Enjoy this somewhat unnecessary, yet "fun-for-the-whole-family" DiskSpaceAnalyzer tool. πŸ˜„

Overview

HowMuch is a Python tool designed to scan your drives (or a specified directory) and report on the total space used by files with specific extensions, mainly .ckpt and .safetensors.

It outputs:

  • The total storage capacity of each scanned drive or directory.
  • The space occupied by .ckpt and .safetensors files.
  • The free space available.
  • A neat bar chart visualizing the above data.

Installation

GitHub

From PyPI

You can easily install HowMuch via pip:

pip install howmuch

From Source

  1. Clone the repository:

    git clone https://github.com/1e-2/HowMuch.git
    
  2. Navigate to the cloned directory and install:

    cd HowMuch
    pip install .
    

Usage

Run the tool without any arguments to scan all drives:

howmuch

Or, specify a particular directory or drive to scan:

howmuch --scan C:

🌐 Contact Information

The FFusion.ai project is proudly maintained by Source Code Bulgaria Ltd & Black Swan Technologies.

πŸ“§ Reach us at di@ffusion.ai for any inquiries or support.

🌌 Find us on:

πŸ” Security powered by Comodo.BG & Preasidium.CX πŸš€ Marketing by Π“ΡƒΠ³ΡŠΠ».com πŸ“© Email 🌍 Sofia Istanbul London

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