Text-to-Image
Diffusers
Safetensors
English
Polish
quantization
moss-image-sft
original-model
experimental
Instructions to use WiktorMatuszek/MOSS-Image-SFT-VAE-FP16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WiktorMatuszek/MOSS-Image-SFT-VAE-FP16 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("WiktorMatuszek/MOSS-Image-SFT-VAE-FP16", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Download benchmarks/vae_weight_error_per_tensor.csv from WiktorMatuszek/MOSS-Image-SFT-VAE-FP16: direct link, hf CLI and curl.
- Browser
- Download file 24.4 kB
-
https://huggingface.co/WiktorMatuszek/MOSS-Image-SFT-VAE-FP16/resolve/main/benchmarks/vae_weight_error_per_tensor.csv
- Command line
-
hf download hf://WiktorMatuszek/MOSS-Image-SFT-VAE-FP16/benchmarks/vae_weight_error_per_tensor.csv
-
curl -L -o vae_weight_error_per_tensor.csv https://huggingface.co/WiktorMatuszek/MOSS-Image-SFT-VAE-FP16/resolve/main/benchmarks/vae_weight_error_per_tensor.csv
24.4 kB
| original_tensor_name,float_elements,MSE,NMSE,max_abs_error | |
| bn.running_mean,128,0.0,0.0,0.0 | |
| bn.running_var,128,0.0,0.0,0.0 | |
| decoder.conv_in.bias,384,1.9557368607462717e-10,3.7062455783856135e-08,6.014108657836914e-05 | |
| decoder.conv_in.weight,110592,1.7324113826520645e-10,4.28979717779392e-08,0.00023382902145385742 | |
| decoder.conv_norm_out.bias,96,1.183196962900116e-09,2.7636805139609974e-08,0.00017571449279785156 | |
| decoder.conv_norm_out.weight,96,2.8177940786244804e-08,3.973168037169147e-08,0.0004355907440185547 | |
| decoder.conv_out.bias,3,2.7099939190848115e-11,7.628803905612335e-08,6.917864084243774e-06 | |
| decoder.conv_out.weight,2592,1.632644754623996e-11,4.534097072946935e-08,2.9474496841430664e-05 | |
| decoder.mid_block.attentions.0.group_norm.bias,384,1.0772005361267176e-10,4.305019822366248e-08,5.4448843002319336e-05 | |
| decoder.mid_block.attentions.0.group_norm.weight,384,1.964577673689109e-08,2.9797954273750042e-08,0.00024259090423583984 | |
| decoder.mid_block.attentions.0.to_k.bias,384,3.308576827216382e-11,3.893015157535321e-08,1.5210360288619995e-05 | |
| decoder.mid_block.attentions.0.to_k.weight,147456,2.015670609381747e-10,4.308247891178224e-08,0.00012156367301940918 | |
| decoder.mid_block.attentions.0.to_out.0.bias,384,2.585100579706599e-10,4.75085150205171e-08,6.048381328582764e-05 | |
| decoder.mid_block.attentions.0.to_out.0.weight,147456,8.287140904400287e-11,4.3124475042898743e-08,6.096065044403076e-05 | |
| decoder.mid_block.attentions.0.to_q.bias,384,1.1785594927101645e-09,5.509290414388088e-08,0.00012192130088806152 | |
| decoder.mid_block.attentions.0.to_q.weight,147456,2.1006644868827038e-10,4.3071852224776984e-08,0.00012177228927612305 | |
| decoder.mid_block.attentions.0.to_v.bias,384,7.00579220744264e-11,4.686192995160173e-08,3.032386302947998e-05 | |
| decoder.mid_block.attentions.0.to_v.weight,147456,9.467873366635222e-11,4.303767298108127e-08,6.102025508880615e-05 | |
| decoder.mid_block.resnets.0.conv1.bias,384,6.21070210546011e-11,3.793154405237996e-08,5.142390727996826e-05 | |
| decoder.mid_block.resnets.0.conv1.weight,1327104,1.6096019194093252e-10,4.320748134613547e-08,0.0004725456237792969 | |
| decoder.mid_block.resnets.0.conv2.bias,384,5.029579593385669e-11,3.852882760531696e-08,4.883110523223877e-05 | |
| decoder.mid_block.resnets.0.conv2.weight,1327104,1.2013162522337274e-10,4.3079798031635166e-08,0.00021922588348388672 | |
| decoder.mid_block.resnets.0.norm1.bias,384,8.004658531165396e-10,4.359066601678582e-08,0.00011959671974182129 | |
| decoder.mid_block.resnets.0.norm1.weight,384,4.383762473395928e-08,4.5969928743557904e-08,0.0004869699478149414 | |
| decoder.mid_block.resnets.0.norm2.bias,384,1.7335950907081083e-09,4.223353364233045e-08,0.00012096762657165527 | |
| decoder.mid_block.resnets.0.norm2.weight,384,2.1029763897876624e-08,3.6357499285646135e-08,0.0004324913024902344 | |
| decoder.mid_block.resnets.1.conv1.bias,384,4.947203713362795e-11,5.5534885436675045e-08,5.905330181121826e-05 | |
| decoder.mid_block.resnets.1.conv1.weight,1327104,1.7377231186074627e-10,4.3066629010960244e-08,0.0004838705062866211 | |
| decoder.mid_block.resnets.1.conv2.bias,384,1.185706451570042e-10,4.517586080754049e-08,5.696713924407959e-05 | |
| decoder.mid_block.resnets.1.conv2.weight,1327104,1.3785746225097608e-10,4.306401223916651e-08,0.0002434253692626953 | |
| decoder.mid_block.resnets.1.norm1.bias,384,5.069881309053198e-10,3.747302640755081e-08,9.816884994506836e-05 | |
| decoder.mid_block.resnets.1.norm1.weight,384,2.9499313649224607e-08,3.505032051529079e-08,0.00048542022705078125 | |
| decoder.mid_block.resnets.1.norm2.bias,384,1.3826819313713436e-09,3.5681386775458535e-08,0.00011935830116271973 | |
| decoder.mid_block.resnets.1.norm2.weight,384,2.5672402583406157e-08,4.331771191570382e-08,0.0004831552505493164 | |
| decoder.up_blocks.0.resnets.0.conv1.bias,384,3.296666354525449e-11,4.399319334252907e-08,2.2009015083312988e-05 | |
| decoder.up_blocks.0.resnets.0.conv1.weight,1327104,1.721380730961824e-10,4.291516727582289e-08,0.00024580955505371094 | |
| decoder.up_blocks.0.resnets.0.conv2.bias,384,9.72241843334458e-11,5.583067165302193e-08,6.012618541717529e-05 | |
| decoder.up_blocks.0.resnets.0.conv2.weight,1327104,1.4269094920869681e-10,4.301134593108109e-08,0.00022917985916137695 | |
| decoder.up_blocks.0.resnets.0.norm1.bias,384,5.874564120283062e-10,4.7494964294120105e-08,0.00010961294174194336 | |
| decoder.up_blocks.0.resnets.0.norm1.weight,384,2.6335259475466593e-08,3.869089204588173e-08,0.0004857778549194336 | |
| decoder.up_blocks.0.resnets.0.norm2.bias,384,1.6039156170434837e-09,4.792646614187167e-08,0.00017309188842773438 | |
| decoder.up_blocks.0.resnets.0.norm2.weight,384,3.168304165089101e-08,5.1120871254959816e-08,0.0004799365997314453 | |
| decoder.up_blocks.0.resnets.1.conv1.bias,384,2.229131836797212e-11,4.6737570598072064e-08,2.7373433113098145e-05 | |
| decoder.up_blocks.0.resnets.1.conv1.weight,1327104,1.730137354381316e-10,4.321165893146719e-08,0.0004420280456542969 | |
| decoder.up_blocks.0.resnets.1.conv2.bias,384,5.816806037076911e-11,4.271546993376989e-08,5.857646465301514e-05 | |
| decoder.up_blocks.0.resnets.1.conv2.weight,1327104,1.4784589316355988e-10,4.305202636542096e-08,0.00020831823348999023 | |
| decoder.up_blocks.0.resnets.1.norm1.bias,384,3.776232155976416e-10,3.862454691593628e-08,0.00012123584747314453 | |
| decoder.up_blocks.0.resnets.1.norm1.weight,384,2.3826319334174784e-08,3.9208482107523445e-08,0.0004661083221435547 | |
| decoder.up_blocks.0.resnets.1.norm2.bias,384,1.3255952427707415e-09,4.3635802267569725e-08,0.00010833144187927246 | |
| decoder.up_blocks.0.resnets.1.norm2.weight,384,2.3444002105373524e-08,3.785030332326352e-08,0.0004496574401855469 | |
| decoder.up_blocks.0.resnets.2.conv1.bias,384,1.9307610550442837e-11,4.3142433109367974e-08,2.676248550415039e-05 | |
| decoder.up_blocks.0.resnets.2.conv1.weight,1327104,1.7198231095538046e-10,4.2972875747803766e-08,0.000476837158203125 | |
| decoder.up_blocks.0.resnets.2.conv2.bias,384,1.1054128646035872e-10,5.010305197569674e-08,5.097687244415283e-05 | |
| decoder.up_blocks.0.resnets.2.conv2.weight,1327104,1.5119464006235953e-10,4.297475565348303e-08,0.00018227100372314453 | |
| decoder.up_blocks.0.resnets.2.norm1.bias,384,2.955476323282428e-10,4.2391775504301544e-08,0.00010126829147338867 | |
| decoder.up_blocks.0.resnets.2.norm1.weight,384,1.951559062500034e-08,3.6902588807446e-08,0.0004266500473022461 | |
| decoder.up_blocks.0.resnets.2.norm2.bias,384,1.4498748125674638e-09,4.311047504994905e-08,0.0002269744873046875 | |
| decoder.up_blocks.0.resnets.2.norm2.weight,384,2.678386305104974e-08,4.399234682237434e-08,0.0004793405532836914 | |
| decoder.up_blocks.0.upsamplers.0.conv.bias,384,3.6461313469264745e-10,4.531423001718546e-08,0.00012129545211791992 | |
| decoder.up_blocks.0.upsamplers.0.conv.weight,1327104,7.150380011997644e-11,4.3116877441010753e-08,0.00012174248695373535 | |
| decoder.up_blocks.1.resnets.0.conv1.bias,384,1.5316975998643102e-10,4.420735972390922e-08,5.671381950378418e-05 | |
| decoder.up_blocks.1.resnets.0.conv1.weight,1327104,1.8367865329053755e-10,4.275657631418179e-08,0.00046050548553466797 | |
| decoder.up_blocks.1.resnets.0.conv2.bias,384,1.8642518025555404e-10,4.7235443236276616e-08,5.958974361419678e-05 | |
| decoder.up_blocks.1.resnets.0.conv2.weight,1327104,2.1951637019991163e-10,4.293035109446666e-08,0.00024014711380004883 | |
| decoder.up_blocks.1.resnets.0.norm1.bias,384,1.8918840371788497e-09,3.6818339359541754e-08,0.00015044212341308594 | |
| decoder.up_blocks.1.resnets.0.norm1.weight,384,3.9225116559941466e-08,4.293034840122352e-08,0.0009405612945556641 | |
| decoder.up_blocks.1.resnets.0.norm2.bias,384,4.9264176085569226e-09,4.040226893878152e-08,0.00023883581161499023 | |
| decoder.up_blocks.1.resnets.0.norm2.weight,384,3.582904524919902e-08,3.978138376190546e-08,0.00048100948333740234 | |
| decoder.up_blocks.1.resnets.1.conv1.bias,384,1.0587472918605739e-10,4.253194633914834e-08,6.031990051269531e-05 | |
| decoder.up_blocks.1.resnets.1.conv1.weight,1327104,2.0340426235354145e-10,4.3038786953191465e-08,0.00043332576751708984 | |
| decoder.up_blocks.1.resnets.1.conv2.bias,384,1.5550282128717625e-10,4.223912164148022e-08,6.052851676940918e-05 | |
| decoder.up_blocks.1.resnets.1.conv2.weight,1327104,2.613307477214988e-10,4.3092386781485604e-08,0.00043892860412597656 | |
| decoder.up_blocks.1.resnets.1.norm1.bias,384,3.4801098256707734e-09,4.699094857707543e-08,0.00023305416107177734 | |
| decoder.up_blocks.1.resnets.1.norm1.weight,384,3.8993076536171976e-08,4.501876167304533e-08,0.0004864931106567383 | |
| decoder.up_blocks.1.resnets.1.norm2.bias,384,5.321249625375094e-09,4.057529322577341e-08,0.00024300813674926758 | |
| decoder.up_blocks.1.resnets.1.norm2.weight,384,4.1203306396416416e-08,4.187210887838633e-08,0.00048530101776123047 | |
| decoder.up_blocks.1.resnets.2.conv1.bias,384,1.0998985393210717e-10,4.764348873227563e-08,5.930662155151367e-05 | |
| decoder.up_blocks.1.resnets.2.conv1.weight,1327104,2.063295282937578e-10,4.2910417364853475e-08,0.00032699108123779297 | |
| decoder.up_blocks.1.resnets.2.conv2.bias,384,7.201838488423614e-11,4.139038685264763e-08,5.6937336921691895e-05 | |
| decoder.up_blocks.1.resnets.2.conv2.weight,1327104,2.754864957649838e-10,4.304454182185151e-08,0.00024306774139404297 | |
| decoder.up_blocks.1.resnets.2.norm1.bias,384,2.3622001272452403e-09,4.7469816455015784e-08,0.0002263784408569336 | |
| decoder.up_blocks.1.resnets.2.norm1.weight,384,2.6649970933749028e-08,4.243237724217044e-08,0.0004754066467285156 | |
| decoder.up_blocks.1.resnets.2.norm2.bias,384,3.858722462768604e-09,4.083359126985259e-08,0.0002409219741821289 | |
| decoder.up_blocks.1.resnets.2.norm2.weight,384,4.8170666011593255e-08,4.67800251467655e-08,0.0004830360412597656 | |
| decoder.up_blocks.1.upsamplers.0.conv.bias,384,1.9550752367522343e-10,4.604825627160778e-08,6.794929504394531e-05 | |
| decoder.up_blocks.1.upsamplers.0.conv.weight,1327104,1.0670800298844278e-10,4.286089342098857e-08,0.00012156367301940918 | |
| decoder.up_blocks.2.resnets.0.conv1.bias,192,3.804392837381918e-10,4.4516164133643646e-08,6.021559238433838e-05 | |
| decoder.up_blocks.2.resnets.0.conv1.weight,663552,2.2317379836335056e-10,4.272775016428918e-08,0.0004705190658569336 | |
| decoder.up_blocks.2.resnets.0.conv2.bias,192,1.6697458626248808e-10,3.023520991488114e-08,5.754828453063965e-05 | |
| decoder.up_blocks.2.resnets.0.conv2.weight,331776,3.527525919885103e-10,4.284742215819477e-08,0.00044476985931396484 | |
| decoder.up_blocks.2.resnets.0.conv_shortcut.bias,192,2.350467695815614e-10,3.957986853670477e-08,5.1274895668029785e-05 | |
| decoder.up_blocks.2.resnets.0.conv_shortcut.weight,73728,1.446082782459058e-11,4.36122656594045e-08,5.257129669189453e-05 | |
| decoder.up_blocks.2.resnets.0.norm1.bias,384,5.139626289179023e-09,5.0399506439216166e-08,0.0003390312194824219 | |
| decoder.up_blocks.2.resnets.0.norm1.weight,384,2.755340944525046e-08,3.5856718741508025e-08,0.0004693269729614258 | |
| decoder.up_blocks.2.resnets.0.norm2.bias,192,3.0376222264089864e-09,4.5481556322350545e-08,0.00023287534713745117 | |
| decoder.up_blocks.2.resnets.0.norm2.weight,192,8.00878304230146e-08,5.215435987824029e-08,0.00048792362213134766 | |
| decoder.up_blocks.2.resnets.1.conv1.bias,192,3.8309802144100247e-10,4.8691973358678886e-08,0.00011944770812988281 | |
| decoder.up_blocks.2.resnets.1.conv1.weight,331776,2.6056301935812944e-10,4.319452279369295e-08,0.00038361549377441406 | |
| decoder.up_blocks.2.resnets.1.conv2.bias,192,2.8446123422384706e-10,5.6535557630505146e-08,0.000118255615234375 | |
| decoder.up_blocks.2.resnets.1.conv2.weight,331776,3.532448076622503e-10,4.260001317105416e-08,0.00048232078552246094 | |
| decoder.up_blocks.2.resnets.1.norm1.bias,192,2.7443317736639303e-09,4.508743091819799e-08,0.00023573637008666992 | |
| decoder.up_blocks.2.resnets.1.norm1.weight,192,3.1601632187229965e-08,4.5372822439893685e-08,0.0004500150680541992 | |
| decoder.up_blocks.2.resnets.1.norm2.bias,192,3.4633074859970674e-09,3.9198140120586174e-08,0.0001856684684753418 | |
| decoder.up_blocks.2.resnets.1.norm2.weight,192,7.261396145485932e-08,4.163719600983422e-08,0.00048792362213134766 | |
| decoder.up_blocks.2.resnets.2.conv1.bias,192,7.516471018709565e-11,3.5403198352054335e-08,4.141032695770264e-05 | |
| decoder.up_blocks.2.resnets.2.conv1.weight,331776,2.0514757022403302e-10,4.316893015945745e-08,0.0004755258560180664 | |
| decoder.up_blocks.2.resnets.2.conv2.bias,192,9.243378056944272e-11,4.2180257193983314e-08,2.9988586902618408e-05 | |
| decoder.up_blocks.2.resnets.2.conv2.weight,331776,3.7691897006464483e-10,4.2867083536886896e-08,0.0002429485321044922 | |
| decoder.up_blocks.2.resnets.2.norm1.bias,192,2.5259942151000303e-09,4.9403400619415015e-08,0.00023031234741210938 | |
| decoder.up_blocks.2.resnets.2.norm1.weight,192,2.7550650770017764e-08,4.091759214704192e-08,0.0004665851593017578 | |
| decoder.up_blocks.2.resnets.2.norm2.bias,192,9.08774941101805e-10,3.069349423768623e-08,0.00011184811592102051 | |
| decoder.up_blocks.2.resnets.2.norm2.weight,192,8.268033202529779e-08,4.577071351737426e-08,0.0009212493896484375 | |
| decoder.up_blocks.2.upsamplers.0.conv.bias,192,1.663756567433043e-10,3.7628056321324975e-08,6.0424208641052246e-05 | |
| decoder.up_blocks.2.upsamplers.0.conv.weight,331776,1.0318376169248095e-10,4.3023519118389104e-08,0.00012174248695373535 | |
| decoder.up_blocks.3.resnets.0.conv1.bias,96,2.445673262017095e-10,4.641812249849038e-08,5.8144330978393555e-05 | |
| decoder.up_blocks.3.resnets.0.conv1.weight,165888,1.500729019055525e-10,4.2856201672186154e-08,0.0002728700637817383 | |
| decoder.up_blocks.3.resnets.0.conv2.bias,96,1.7834885225289819e-10,5.4985552587519075e-08,5.5149197578430176e-05 | |
| decoder.up_blocks.3.resnets.0.conv2.weight,82944,3.343783685327842e-10,4.359093242921278e-08,0.0002955198287963867 | |
| decoder.up_blocks.3.resnets.0.conv_shortcut.bias,96,2.5792691725004393e-10,5.4061712413264144e-08,5.188584327697754e-05 | |
| decoder.up_blocks.3.resnets.0.conv_shortcut.weight,18432,3.796942107045605e-11,4.3551846256445586e-08,5.418062210083008e-05 | |
| decoder.up_blocks.3.resnets.0.norm1.bias,192,2.1982741085718814e-09,3.888009918584848e-08,0.00018870830535888672 | |
| decoder.up_blocks.3.resnets.0.norm1.weight,192,3.858380065446809e-08,3.926705301840957e-08,0.00048089027404785156 | |
| decoder.up_blocks.3.resnets.0.norm2.bias,96,9.249627220577733e-10,2.7332252774888812e-08,0.0001506805419921875 | |
| decoder.up_blocks.3.resnets.0.norm2.weight,96,8.514437055406887e-08,4.513098499105856e-08,0.0009274482727050781 | |
| decoder.up_blocks.3.resnets.1.conv1.bias,96,7.70495536557895e-11,5.7976267141160726e-08,3.0025839805603027e-05 | |
| decoder.up_blocks.3.resnets.1.conv1.weight,82944,1.206794502379584e-10,4.2776826465800786e-08,0.00011777877807617188 | |
| decoder.up_blocks.3.resnets.1.conv2.bias,96,9.780318418136399e-11,3.292076614523367e-08,4.598498344421387e-05 | |
| decoder.up_blocks.3.resnets.1.conv2.weight,82944,2.5195494325518306e-10,4.47261739458618e-08,0.00079345703125 | |
| decoder.up_blocks.3.resnets.1.norm1.bias,96,1.4962631599023184e-09,3.863387285998427e-08,0.0001220703125 | |
| decoder.up_blocks.3.resnets.1.norm1.weight,96,3.439696646031128e-08,3.459428203077957e-08,0.0004442930221557617 | |
| decoder.up_blocks.3.resnets.1.norm2.bias,96,8.225771376104978e-10,3.283128902003067e-08,0.00011408329010009766 | |
| decoder.up_blocks.3.resnets.1.norm2.weight,96,9.797097496229885e-08,4.7310384036409494e-08,0.0009298324584960938 | |
| decoder.up_blocks.3.resnets.2.conv1.bias,96,5.313064785957532e-11,4.095100669449793e-08,2.6032328605651855e-05 | |
| decoder.up_blocks.3.resnets.2.conv1.weight,82944,1.063804689978341e-10,4.3188292553129915e-08,0.00018781423568725586 | |
| decoder.up_blocks.3.resnets.2.conv2.bias,96,7.035066279430701e-11,4.195016110366746e-08,2.728402614593506e-05 | |
| decoder.up_blocks.3.resnets.2.conv2.weight,82944,2.2348695907580175e-10,4.245510747345449e-08,0.00023174285888671875 | |
| decoder.up_blocks.3.resnets.2.norm1.bias,96,1.0050143318436322e-09,4.038621948147734e-08,0.0001214146614074707 | |
| decoder.up_blocks.3.resnets.2.norm1.weight,96,3.0251879816015993e-08,3.0941182690265046e-08,0.00046324729919433594 | |
| decoder.up_blocks.3.resnets.2.norm2.bias,96,7.302780247133695e-10,3.58444271890373e-08,9.322166442871094e-05 | |
| decoder.up_blocks.3.resnets.2.norm2.weight,96,7.681841847813804e-08,4.694188844146066e-08,0.0004849433898925781 | |
| encoder.conv_in.bias,128,0.0,0.0,0.0 | |
| encoder.conv_in.weight,3456,0.0,0.0,0.0 | |
| encoder.conv_norm_out.bias,512,0.0,0.0,0.0 | |
| encoder.conv_norm_out.weight,512,0.0,0.0,0.0 | |
| encoder.conv_out.bias,64,0.0,0.0,0.0 | |
| encoder.conv_out.weight,294912,1.0189468130507656e-19,1.1180344743725288e-16,2.9802322387695312e-08 | |
| encoder.down_blocks.0.downsamplers.0.conv.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.downsamplers.0.conv.weight,147456,6.060991311464105e-20,6.260573856090246e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.0.resnets.0.conv1.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.0.conv1.weight,147456,8.299158231118697e-20,5.877726207089192e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.0.resnets.0.conv2.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.0.conv2.weight,147456,6.310395457044538e-20,5.820313436770724e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.0.resnets.0.norm1.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.0.norm1.weight,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.0.norm2.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.0.norm2.weight,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.1.conv1.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.1.conv1.weight,147456,5.806881427287815e-20,3.471095453055682e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.0.resnets.1.conv2.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.1.conv2.weight,147456,4.7645603283054394e-20,3.5853102812438015e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.0.resnets.1.norm1.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.1.norm1.weight,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.1.norm2.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.0.resnets.1.norm2.weight,128,0.0,0.0,0.0 | |
| encoder.down_blocks.1.downsamplers.0.conv.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.downsamplers.0.conv.weight,589824,9.272400558057199e-20,9.545333180766367e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.1.resnets.0.conv1.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.0.conv1.weight,294912,6.110401566720605e-20,2.9962407321141963e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.1.resnets.0.conv2.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.0.conv2.weight,589824,5.942759629243192e-20,3.538226757629405e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.1.resnets.0.conv_shortcut.bias,256,3.469446951953614e-18,8.678634428449003e-16,2.9802322387695312e-08 | |
| encoder.down_blocks.1.resnets.0.conv_shortcut.weight,32768,2.97520322723073e-20,1.6784070446106887e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.1.resnets.0.norm1.bias,128,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.0.norm1.weight,128,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.0.norm2.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.0.norm2.weight,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.1.conv1.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.1.conv1.weight,589824,7.437856992728838e-20,3.6408992525919885e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.1.resnets.1.conv2.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.1.conv2.weight,589824,6.517407493780036e-20,3.903753425361862e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.1.resnets.1.norm1.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.1.norm1.weight,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.1.norm2.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.1.resnets.1.norm2.weight,256,0.0,0.0,0.0 | |
| encoder.down_blocks.2.downsamplers.0.conv.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.downsamplers.0.conv.weight,2359296,7.069641967964507e-20,5.565377755374725e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.2.resnets.0.conv1.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.0.conv1.weight,1179648,5.794189087548464e-20,2.0984305410940858e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.2.resnets.0.conv2.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.0.conv2.weight,2359296,7.022073652574841e-20,3.2969288031506986e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.2.resnets.0.conv_shortcut.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.0.conv_shortcut.weight,131072,9.108251160943898e-20,1.0839434679868767e-16,2.9802322387695312e-08 | |
| encoder.down_blocks.2.resnets.0.norm1.bias,256,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.0.norm1.weight,256,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.0.norm2.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.0.norm2.weight,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.1.conv1.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.1.conv1.weight,2359296,5.632420715826642e-20,2.1132563867262477e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.2.resnets.1.conv2.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.1.conv2.weight,2359296,6.457208096329846e-20,3.3575294763297637e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.2.resnets.1.norm1.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.1.norm1.weight,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.1.norm2.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.2.resnets.1.norm2.weight,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.0.conv1.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.0.conv1.weight,2359296,4.502463555770165e-20,1.4317069138741615e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.3.resnets.0.conv2.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.0.conv2.weight,2359296,5.561891783795902e-20,1.7037049875793496e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.3.resnets.0.norm1.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.0.norm1.weight,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.0.norm2.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.0.norm2.weight,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.1.conv1.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.1.conv1.weight,2359296,4.6694512522622246e-20,1.533256902751388e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.3.resnets.1.conv2.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.1.conv2.weight,2359296,5.925785516873853e-20,1.7339032348920478e-17,2.9802322387695312e-08 | |
| encoder.down_blocks.3.resnets.1.norm1.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.1.norm1.weight,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.1.norm2.bias,512,0.0,0.0,0.0 | |
| encoder.down_blocks.3.resnets.1.norm2.weight,512,0.0,0.0,0.0 | |
| encoder.mid_block.attentions.0.group_norm.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.attentions.0.group_norm.weight,512,0.0,0.0,0.0 | |
| encoder.mid_block.attentions.0.to_k.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.attentions.0.to_k.weight,262144,3.997350310162506e-20,1.71130050380699e-17,2.9802322387695312e-08 | |
| encoder.mid_block.attentions.0.to_out.0.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.attentions.0.to_out.0.weight,262144,2.8587361969832636e-20,5.36722061731383e-18,2.9802322387695312e-08 | |
| encoder.mid_block.attentions.0.to_q.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.attentions.0.to_q.weight,262144,6.751117287412791e-20,3.05905111308409e-17,2.9802322387695312e-08 | |
| encoder.mid_block.attentions.0.to_v.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.attentions.0.to_v.weight,262144,2.736975210815458e-20,5.468166816829013e-18,2.9802322387695312e-08 | |
| encoder.mid_block.resnets.0.conv1.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.0.conv1.weight,2359296,4.457460334999433e-20,1.5327567252803922e-17,2.9802322387695312e-08 | |
| encoder.mid_block.resnets.0.conv2.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.0.conv2.weight,2359296,5.7769403612683e-20,1.6952043296870773e-17,2.9802322387695312e-08 | |
| encoder.mid_block.resnets.0.norm1.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.0.norm1.weight,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.0.norm2.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.0.norm2.weight,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.1.conv1.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.1.conv1.weight,2359296,5.804496964285934e-20,2.1488870113884908e-17,2.9802322387695312e-08 | |
| encoder.mid_block.resnets.1.conv2.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.1.conv2.weight,2359296,6.463676619998462e-20,1.6461963930710257e-17,2.9802322387695312e-08 | |
| encoder.mid_block.resnets.1.norm1.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.1.norm1.weight,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.1.norm2.bias,512,0.0,0.0,0.0 | |
| encoder.mid_block.resnets.1.norm2.weight,512,0.0,0.0,0.0 | |
| post_quant_conv.bias,32,3.9949912918227796e-10,5.7855794381240675e-08,5.7131052017211914e-05 | |
| post_quant_conv.weight,1024,5.480447766951149e-10,4.147236307663129e-08,0.00011977553367614746 | |
| quant_conv.bias,64,0.0,0.0,0.0 | |
| quant_conv.weight,4096,5.421010862427522e-20,3.1088695864377535e-18,1.4901161193847656e-08 | |