anotherjesse/kandisky-clip-sae 🔢🖼️📝✓ → ❓

▶️ 393 runs 📅 Jul 2024 ⚙️ Cog 0.9.12

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Example Output

Output

{"image":"https://replicate.delivery/pbxt/SN9xjfzk4CU3C6dsT6myo7a0bIT0Z2wLT5ww7nQelWNQ9MFTA/out.jpg","features":"{
"80219": 15.578125,
"124361": 15.015625,
"146650": 14.4375,
"106844": 13.6640625,
"33730": 13.53125,
"105375": 13.46875,
"120282": 13.453125,
"8695": 13.34375,
"148812": 13.1171875,
"90451": 13.09375,
"61184": 13.0390625,
"112538": 12.90625,
"132894": 12.7265625,
"47829": 12.625,
"108596": 12.578125,
"72172": 12.46875,
"10440": 12.3203125,
"35097": 12.0625,
"17266": 12.0546875,
"53190": 11.953125,
"152543": 11.8984375,
"64168": 11.8984375,
"65630": 11.859375,
"113101": 11.828125,
"58695": 11.8046875,
"144725": 11.78125,
"109699": 11.6640625,
"111035": 11.6484375,
"38945": 11.6015625,
"83578": 11.59375,
"73337": 11.5625,
"124906": 11.546875,
"37017": 11.5078125,
"129071": 11.4296875,
"68253": 11.421875,
"41150": 11.3984375,
"8805": 11.375,
"154720": 11.296875,
"6895": 11.28125,
"110250": 11.265625,
"157143": 11.21875,
"121998": 11.2109375,
"18456": 11.1484375,
"22129": 11.109375,
"38921": 11.1015625,
"160843": 11.0703125,
"111958": 11.0390625,
"71840": 10.9765625,
"114103": 10.9453125,
"90928": 10.921875,
"101053": 10.9140625,
"68980": 10.890625,
"126329": 10.8515625,
"128806": 10.828125,
"83518": 10.828125,
"66782": 10.8203125,
"79595": 10.8125,
"5118": 10.765625,
"59517": 10.7578125,
"142062": 10.75,
"143765": 10.6953125,
"157178": 10.640625,
"148224": 10.609375,
"120761": 10.609375,
"74005": 10.578125,
"23140": 10.5625,
"98699": 10.5078125,
"155514": 10.484375,
"19521": 10.484375,
"150561": 10.4140625,
"61622": 10.40625,
"68342": 10.3203125,
"131379": 10.3046875,
"89499": 10.28125,
"30170": 10.28125,
"2817": 10.28125,
"134101": 10.2734375,
"78509": 10.15625,
"39966": 10.125,
"104527": 10.1171875,
"142519": 10.109375,
"91580": 10.1015625,
"76402": 10.078125,
"100131": 10.0625,
"68595": 10.0234375,
"128623": 10.015625,
"105224": 10.015625,
"48563": 9.9453125,
"956": 9.9375,
"48569": 9.890625,
"99152": 9.875,
"135481": 9.8671875,
"99848": 9.8671875,
"4354": 9.859375,
"59557": 9.84375,
"54163": 9.84375,
"118431": 9.828125,
"140857": 9.8125,
"141324": 9.8046875,
"130546": 9.8046875
}"}

Performance Metrics

3.34s Prediction Time

107.24s Total Time

All Input Parameters

{
  "seed": 42,
  "image": "https://freight.cargo.site/w/1500/q/75/i/28525eed0e579416c03b66141c4cda4ac2d4fde214399fb1880e7dce998fa480/1920-hercules-lola-dupre.jpeg",
  "steering": "[[20, 20]]",
  "top_n_count": 100,
  "ignore_embed_error": false
}

Input Parameters

seed Type: integerDefault: 42: seed for image generation
image Type: string: image to clip embed to start steering, otherwise generate only from features
steering Type: string: json encoded list of feature_id, strength to steer. example: '[[12345, 5.0], [20, 10.0]]
top_n_count Type: integerDefault: 100: number of top features to return
ignore_embed_error Type: booleanDefault: false: don't re-add error

Output Schema

image Type: stringFormat: uri: Image
features Type: string: Features

Example Execution Logs

[[20, 20]]
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 64%|██████▍   | 16/25 [00:00<00:00, 77.33it/s]
100%|██████████| 25/25 [00:00<00:00, 81.02it/s]
Found these features:
setting feature 2020
l2norm of error: tensor(8960., device='cuda:0', dtype=torch.float16)
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 39%|███▉      | 7/18 [00:00<00:00, 18.97it/s]
 56%|█████▌    | 10/18 [00:00<00:00, 20.77it/s]
 72%|███████▏  | 13/18 [00:00<00:00, 21.76it/s]
 89%|████████▉ | 16/18 [00:00<00:00, 22.41it/s]
100%|██████████| 18/18 [00:00<00:00, 20.44it/s]
  0%|          | 0/25 [00:00<?, ?it/s]
 40%|████      | 10/25 [00:00<00:00, 95.31it/s]
 80%|████████  | 20/25 [00:00<00:00, 95.33it/s]
100%|██████████| 25/25 [00:00<00:00, 95.19it/s]

Version Details

Version ID: 1801aa876588ce82ecc1c1f76f3fb0def628a3c771e15319671ccc950985de81
Version Created: July 4, 2024

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