Instructions to use MutantSparrow/LowBitMoss with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusion Single File
How to use MutantSparrow/LowBitMoss with Diffusion Single File:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Download eval/tern_v1/metrics.json from MutantSparrow/LowBitMoss: direct link, hf CLI and curl.
- Browser
- Download file 7.84 kB
-
https://huggingface.co/MutantSparrow/LowBitMoss/resolve/main/eval/tern_v1/metrics.json
- Command line
-
hf download hf://MutantSparrow/LowBitMoss/eval/tern_v1/metrics.json
-
curl -L -o metrics.json https://huggingface.co/MutantSparrow/LowBitMoss/resolve/main/eval/tern_v1/metrics.json
7.84 kB
| { | |
| "teacher": "..\\eval\\teacher_bf16", | |
| "student": "..\\eval\\tern_v1", | |
| "n": 24, | |
| "mean": { | |
| "psnr": 11.471451107432594, | |
| "ssim": 0.43546617622026346, | |
| "dino_cos": 0.12446171949462344, | |
| "clip_teacher": 36.168945948282875, | |
| "clip_student": 22.51627826690674, | |
| "latent_rel_mse": 0.9195943623781204, | |
| "latent_cos": 0.4514267022411029 | |
| }, | |
| "per_image": { | |
| "00_seed1001": { | |
| "clip_teacher": 37.231544494628906, | |
| "clip_student": 23.048423767089844, | |
| "dino_cos": 0.3004514276981354, | |
| "psnr": 9.015281677456956, | |
| "ssim": 0.28710724726416287, | |
| "latent_rel_mse": 0.9891389012336731, | |
| "latent_cos": 0.42071717977523804 | |
| }, | |
| "01_seed1002": { | |
| "clip_teacher": 28.279205322265625, | |
| "clip_student": 14.742344856262207, | |
| "dino_cos": 0.12299459427595139, | |
| "psnr": 9.246730424746573, | |
| "ssim": 0.7140871003210245, | |
| "latent_rel_mse": 1.3551660776138306, | |
| "latent_cos": 0.25473108887672424 | |
| }, | |
| "02_seed1003": { | |
| "clip_teacher": 46.45146942138672, | |
| "clip_student": 28.391582489013672, | |
| "dino_cos": 0.2323458045721054, | |
| "psnr": 12.591098225580284, | |
| "ssim": 0.4495000914437701, | |
| "latent_rel_mse": 0.7507007122039795, | |
| "latent_cos": 0.5465497374534607 | |
| }, | |
| "03_seed1004": { | |
| "clip_teacher": 37.1391487121582, | |
| "clip_student": 17.01131820678711, | |
| "dino_cos": -0.046134985983371735, | |
| "psnr": 8.73655896474275, | |
| "ssim": 0.4177257706564606, | |
| "latent_rel_mse": 1.0736953020095825, | |
| "latent_cos": 0.3490532338619232 | |
| }, | |
| "04_seed1005": { | |
| "clip_teacher": 32.1689338684082, | |
| "clip_student": 21.932077407836914, | |
| "dino_cos": 0.18375544250011444, | |
| "psnr": 11.99574725094582, | |
| "ssim": 0.2979351073887462, | |
| "latent_rel_mse": 0.9097160696983337, | |
| "latent_cos": 0.4751141667366028 | |
| }, | |
| "05_seed1006": { | |
| "clip_teacher": 35.54207229614258, | |
| "clip_student": 14.344103813171387, | |
| "dino_cos": 0.019549265503883362, | |
| "psnr": 8.542101607826584, | |
| "ssim": 0.21696360040023846, | |
| "latent_rel_mse": 0.9721131920814514, | |
| "latent_cos": 0.3949018120765686 | |
| }, | |
| "06_seed2001": { | |
| "clip_teacher": 38.07164001464844, | |
| "clip_student": 25.865089416503906, | |
| "dino_cos": 0.05175871029496193, | |
| "psnr": 12.692271153697156, | |
| "ssim": 0.5919471971189783, | |
| "latent_rel_mse": 0.8716843724250793, | |
| "latent_cos": 0.48570552468299866 | |
| }, | |
| "07_seed2002": { | |
| "clip_teacher": 33.122711181640625, | |
| "clip_student": 26.18580436706543, | |
| "dino_cos": 0.42965713143348694, | |
| "psnr": 15.63740087977317, | |
| "ssim": 0.5775371162689815, | |
| "latent_rel_mse": 0.7618807554244995, | |
| "latent_cos": 0.549717903137207 | |
| }, | |
| "08_seed2003": { | |
| "clip_teacher": 40.00698471069336, | |
| "clip_student": 22.108976364135742, | |
| "dino_cos": 0.16755135357379913, | |
| "psnr": 8.940406015210588, | |
| "ssim": 0.5239041906040717, | |
| "latent_rel_mse": 0.8926135301589966, | |
| "latent_cos": 0.4580005407333374 | |
| }, | |
| "09_seed2004": { | |
| "clip_teacher": 41.03143310546875, | |
| "clip_student": 23.673139572143555, | |
| "dino_cos": 0.05526445806026459, | |
| "psnr": 9.27599398437667, | |
| "ssim": 0.3268762634606173, | |
| "latent_rel_mse": 0.9138118028640747, | |
| "latent_cos": 0.43662136793136597 | |
| }, | |
| "10_seed3001": { | |
| "clip_teacher": 28.03940200805664, | |
| "clip_student": 19.827993392944336, | |
| "dino_cos": 0.07028012722730637, | |
| "psnr": 10.654947233511802, | |
| "ssim": 0.32204005936926355, | |
| "latent_rel_mse": 1.0678316354751587, | |
| "latent_cos": 0.3345464766025543 | |
| }, | |
| "11_seed3002": { | |
| "clip_teacher": 36.64675521850586, | |
| "clip_student": 17.80554962158203, | |
| "dino_cos": -0.012441284023225307, | |
| "psnr": 15.545410494014034, | |
| "ssim": 0.2607490816060007, | |
| "latent_rel_mse": 0.9233141541481018, | |
| "latent_cos": 0.4394494295120239 | |
| }, | |
| "12_seed3003": { | |
| "clip_teacher": 33.466796875, | |
| "clip_student": 19.13846206665039, | |
| "dino_cos": 0.013912100344896317, | |
| "psnr": 14.47972090866747, | |
| "ssim": 0.4640203609252876, | |
| "latent_rel_mse": 0.7338555455207825, | |
| "latent_cos": 0.5480285286903381 | |
| }, | |
| "13_seed3004": { | |
| "clip_teacher": 41.05826187133789, | |
| "clip_student": 21.972400665283203, | |
| "dino_cos": 0.05992954596877098, | |
| "psnr": 15.276125159864456, | |
| "ssim": 0.3938068425698016, | |
| "latent_rel_mse": 0.8206361532211304, | |
| "latent_cos": 0.5183027386665344 | |
| }, | |
| "14_seed4001": { | |
| "clip_teacher": 36.29021453857422, | |
| "clip_student": 25.986757278442383, | |
| "dino_cos": 0.15483304858207703, | |
| "psnr": 11.553459660916808, | |
| "ssim": 0.6321566142044787, | |
| "latent_rel_mse": 0.9725661873817444, | |
| "latent_cos": 0.43379688262939453 | |
| }, | |
| "15_seed4002": { | |
| "clip_teacher": 34.012664794921875, | |
| "clip_student": 27.758588790893555, | |
| "dino_cos": 0.10699158906936646, | |
| "psnr": 11.451556491496738, | |
| "ssim": 0.6147386568501947, | |
| "latent_rel_mse": 0.9637037515640259, | |
| "latent_cos": 0.4316793978214264 | |
| }, | |
| "16_seed5001": { | |
| "clip_teacher": 36.27151870727539, | |
| "clip_student": 23.69758415222168, | |
| "dino_cos": 0.06770449131727219, | |
| "psnr": 16.65923917183267, | |
| "ssim": 0.40121687758381946, | |
| "latent_rel_mse": 0.8532677292823792, | |
| "latent_cos": 0.4872339069843292 | |
| }, | |
| "17_seed5002": { | |
| "clip_teacher": 39.45322036743164, | |
| "clip_student": 23.927627563476562, | |
| "dino_cos": 0.13893145322799683, | |
| "psnr": 9.034960118328968, | |
| "ssim": 0.32224225139909113, | |
| "latent_rel_mse": 0.7868824005126953, | |
| "latent_cos": 0.5207430720329285 | |
| }, | |
| "18_seed5003": { | |
| "clip_teacher": 38.81946563720703, | |
| "clip_student": 25.128456115722656, | |
| "dino_cos": 0.2653777599334717, | |
| "psnr": 10.31138587402184, | |
| "ssim": 0.49311383703100725, | |
| "latent_rel_mse": 1.1021488904953003, | |
| "latent_cos": 0.34814968705177307 | |
| }, | |
| "19_seed5004": { | |
| "clip_teacher": 33.86601257324219, | |
| "clip_student": 17.449054718017578, | |
| "dino_cos": 0.04640840366482735, | |
| "psnr": 10.18664542650428, | |
| "ssim": 0.37081482213782807, | |
| "latent_rel_mse": 0.8463818430900574, | |
| "latent_cos": 0.48540276288986206 | |
| }, | |
| "20_seed5005": { | |
| "clip_teacher": 34.93671417236328, | |
| "clip_student": 22.485891342163086, | |
| "dino_cos": 0.10206916183233261, | |
| "psnr": 6.235373483079554, | |
| "ssim": 0.3329874914420152, | |
| "latent_rel_mse": 0.7994992136955261, | |
| "latent_cos": 0.5206041932106018 | |
| }, | |
| "21_seed5006": { | |
| "clip_teacher": 32.216712951660156, | |
| "clip_student": 29.223356246948242, | |
| "dino_cos": 0.1529567837715149, | |
| "psnr": 12.218301459722047, | |
| "ssim": 0.41733081224008944, | |
| "latent_rel_mse": 0.6859026551246643, | |
| "latent_cos": 0.5907905697822571 | |
| }, | |
| "22_seed5007": { | |
| "clip_teacher": 36.307861328125, | |
| "clip_student": 24.540164947509766, | |
| "dino_cos": 0.10944318771362305, | |
| "psnr": 10.304229149464597, | |
| "ssim": 0.5971337320456663, | |
| "latent_rel_mse": 1.1073482036590576, | |
| "latent_cos": 0.3466813862323761 | |
| }, | |
| "23_seed5008": { | |
| "clip_teacher": 37.623958587646484, | |
| "clip_student": 24.145931243896484, | |
| "dino_cos": 0.19349169731140137, | |
| "psnr": 14.729881762600485, | |
| "ssim": 0.42525310495472796, | |
| "latent_rel_mse": 0.9164056181907654, | |
| "latent_cos": 0.45771926641464233 | |
| } | |
| } | |
| } | |