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+ # Phase-0 proto-LoRA FID / KID
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+ - prompts per cell: **100**
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+ - CFG stages: [1.0, 3.0, 5.0]
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+ - reference: first 100 dataset images (resized as `precompute`)
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+ - **KID** is the trustworthy ranking at this N; **FID** is inflated/noisy — read it relatively.
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+ | config | cfg 1 (FID / KID) | cfg 3 (FID / KID) | cfg 5 (FID / KID) |
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+ |---|---|---|---|
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+ | `base` | 183.0 / 0.0070 | 263.6 / 0.0626 | 301.5 / 0.1025 |
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+ | `clipg_pooled` | 162.5 / -0.0004 | 225.5 / 0.0292 | 272.0 / 0.0719 |
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+ | `clipg_seq_pooled` | 218.5 / 0.0099 | 273.6 / 0.0624 | 298.4 / 0.0922 |
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+ | `aleph_clipg_pooled` | 154.5 / -0.0022 | 232.5 / 0.0324 | 288.7 / 0.0772 |
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+ | `aleph_clipg_seq_pooled` | 241.5 / 0.0228 | 294.6 / 0.0837 | 294.9 / 0.0934 |
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+ | `clipl` | 180.8 / 0.0052 | 275.3 / 0.0676 | 308.3 / 0.1010 |
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+ | `aleph_clipl` | 178.2 / 0.0035 | 259.6 / 0.0505 | 297.6 / 0.0806 |
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+ | `aleph_clipl_clipg_pooled` | 172.7 / -0.0006 | 242.4 / 0.0394 | 287.4 / 0.0788 |
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+ | `aleph_clipl_clipg_seq_pooled` | 251.9 / 0.0346 | 294.6 / 0.0886 | 298.8 / 0.0990 |