Download release/validation.json from simon-donike/geo2wf-models: direct link, hf CLI and curl.
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https://huggingface.co/simon-donike/geo2wf-models/resolve/main/release/validation.json
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curl -L -o validation.json https://huggingface.co/simon-donike/geo2wf-models/resolve/main/release/validation.json
12.2 kB
| { | |
| "checkpoint_count": 21, | |
| "checksums": "all local checkpoints and registered provenance verified", | |
| "checkpoint_smoke": "all 21 loaded and ran forward inference", | |
| "published_tables": "exact at published precision from original reports", | |
| "fresh_cpu_metrics": [ | |
| { | |
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| "subset": "table", | |
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| "published": "6.446", | |
| "cpu_rounded": "6.446" | |
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| "published": "5.529", | |
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| "published": "17.859", | |
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| "cpu_rounded": "6.828" | |
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| { | |
| "table": "latent", | |
| "model": "latent_no_sar_no_era5_max_wind", | |
| "subset": "ri_validation", | |
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| "original_mae": 6.644543170928955, | |
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| "published": "6.645", | |
| "cpu_rounded": "6.645" | |
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| "table": "latent", | |
| "model": "latent_no_sar_no_era5_max_wind_radii", | |
| "subset": "all_validation", | |
| "target": "maximum_wind", | |
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| "cpu_mae": 6.297182559967041, | |
| "published": "6.297", | |
| "cpu_rounded": "6.297" | |
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| { | |
| "table": "latent", | |
| "model": "latent_no_sar_no_era5_max_wind_radii", | |
| "subset": "all_validation", | |
| "target": "rmw", | |
| "original_mae": 19.436235427856445, | |
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| "published": "19.44", | |
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| { | |
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| "published": "19.51", | |
| "cpu_rounded": "19.51" | |
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| "published": "18.24", | |
| "cpu_rounded": "18.24" | |
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| { | |
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| "subset": "ri_validation", | |
| "target": "rmw", | |
| "original_mae": 11.184795379638672, | |
| "cpu_mae": 11.184453964233398, | |
| "published": "11.18", | |
| "cpu_rounded": "11.18" | |
| } | |
| ], | |
| "rounding_differences": [ | |
| { | |
| "table": "architecture", | |
| "regime": "without-era5", | |
| "subset": "table", | |
| "model": "joint_unet_mlp", | |
| "original_mae": 5.88543456905293, | |
| "cpu_mae": 5.885504097308752, | |
| "published": "5.885", | |
| "cpu_rounded": "5.886" | |
| }, | |
| { | |
| "table": "latent", | |
| "model": "latent_sar_era5_max_wind", | |
| "subset": "ri_validation", | |
| "target": "maximum_wind", | |
| "original_mae": 8.12827475865682, | |
| "cpu_mae": 8.128526051839193, | |
| "published": "8.128", | |
| "cpu_rounded": "8.129" | |
| } | |
| ], | |
| "storm_cases": "native-observation metrics reproduced; three original figure families rendered; one real observation per storm inferred for both ERA5 regimes", | |
| "dashboard_mlp": "150 forecast rows regenerated across three storms", | |
| "browser": "all three storms, nowcast and forecast models, timeline, imagery toggles, NWP, postprocessing; local and release-pointer loading; zero browser errors or HTTP failures", | |
| "docs": "strict build; 42 pages with no missing local links", | |
| "tests": "227 passed", | |
| "environment": { | |
| "python": "Python 3.10.21", | |
| "torch": "2.1.2+cu121", | |
| "evaluation_device": "cpu" | |
| }, | |
| "limitations": [ | |
| "Full dense storm neural inference was smoke-tested, not rerun across all 3268 observations; metrics and figures were fully recomputed from retained predictions.", | |
| "External ViT checkpoint identity and ConvLSTM HPC checkpoint/code are unavailable locally; exported website predictions remain usable.", | |
| "Original training config for training-input-41761eb9ca26 is missing; exact initialization weights retained.", | |
| "Two CPU reevaluation values cross the last published rounding digit; original results are preserved." | |
| ] | |
| } | |