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Download docs/stability/otf/README.md from Phips/NERVE: direct link, hf CLI and curl.
- Browser
- Download file 925 Bytes
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https://huggingface.co/Phips/NERVE/resolve/main/docs/stability/otf/README.md
- Command line
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hf download hf://Phips/NERVE/docs/stability/otf/README.md
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curl -L -o README.md https://huggingface.co/Phips/NERVE/resolve/main/docs/stability/otf/README.md
925 Bytes
Stability A/B report: NERVE vs SPAN_S
Setup. Both networks were trained from scratch with identical configs - only
network_g differs (NERVE vs SPAN_S). Same data, same degradation, same losses,
same schedule. Everything is in configs/.
Validation. Urban100 OTF x4 (degraded on the fly with the training pipeline). PSNR/SSIM at each validation step.\n\n## Graphs
losses.png- training losses (charbonnier, MS-SSIM, perceptual) for both networks.validation.png- validation PSNR (left) and SSIM (right).colour_stability.png- the average per-channel colour difference between the model output and the ground truth, in 0-255 units, at each checkpoint. One panel per colour channel plus a combined "largest bias" panel. Flat lines near 0 mean the model is not developing a colour cast while it trains; big swings or a rising trend mean it is.
Raw numbers: colour_bias.csv.