| --- |
| configs: |
| - config_name: synth_chars |
| data_files: |
| - split: train |
| path: "data/synth_chars/*.parquet" |
| - config_name: big_liminal |
| data_files: |
| - split: train |
| path: "data/big_liminal/*.parquet" |
| - config_name: deepfashion |
| data_files: |
| - split: train |
| path: "data/deepfashion/*.parquet" |
| - config_name: ffhq |
| data_files: |
| - split: train |
| path: "data/ffhq/*.parquet" |
| - config_name: flux_assorted_bulk |
| data_files: |
| - split: train |
| path: "data/flux_assorted_bulk/*.parquet" |
| - config_name: flux_assorted_bulk_2 |
| data_files: |
| - split: train |
| path: "data/flux_assorted_bulk_2/*.parquet" |
| - config_name: imagenet_synthetic |
| data_files: |
| - split: train |
| path: "data/imagenet_synthetic/*.parquet" |
| - config_name: imdb |
| data_files: |
| - split: train |
| path: "data/imdb/*.parquet" |
| - config_name: mannequins_v10 |
| data_files: |
| - split: train |
| path: "data/mannequins_v10/*.parquet" |
| - config_name: mannequins_v7 |
| data_files: |
| - split: train |
| path: "data/mannequins_v7/*.parquet" |
| - config_name: full |
| data_files: |
| - split: train |
| path: "data/*/*.parquet" |
| --- |
| |
| # diffusion-pretrain-set-ft1-1024 |
|
|
| 1024px (2x) upscale of [AbstractPhil/diffusion-pretrain-set-ft1](https://huggingface.co/datasets/AbstractPhil/diffusion-pretrain-set-ft1). |
|
|
| # WARNING |
|
|
| MUCH OF THIS DATA WAS MODEL UPSCALED USING RAPID UPSCALERS. |
|
|
| THIS IS NOT CONSISTENTLY HIGH FIDELITY NOR IS IT EVEN CLOSE TO FAIR FIDELITY AT TIMES. |
|
|
| PLEASE use this ONLY for pretraining, new concepts, and simple design purposes ONLY. HEAVILY PRUNE FOR FINETUNING. |
|
|
| Thank you, good luck my friends. |
|
|
| # Details |
|
|
| - Model: realesr-general-x4v3 (SRVGG Compact, spandrel), fp16, native 4x forward |
| -> bicubic+antialias retarget to 2x (supersampled). |
| - Selected by speed/fidelity Pareto on real data: rw_lpips 0.021, |
| LR-consistency PSNR 41.4 (hallucination guard). |
| - Re-encoding: webp q95. |
| - All Image columns upscaled; every other column passed through unchanged. |
| - Images with min edge >= 1024px kept verbatim (original bytes/encoding). |
| - All image columns normalized to typed Image() features (several source subsets stored untyped raw bytes). |
| - Shards: 2048 source rows each, row groups of 512. |
| |
