Attach independent validation and completion markers for all ablations and reference probes
Browse files- README.md +5 -0
- ablations/complete.json +11 -0
- ablations/references/complete.json +28 -0
- ablations/references/independent_validation.json +53 -0
- ablations/references/status.json +3 -3
README.md
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@@ -51,3 +51,8 @@ Lower MAE/MSE/RMSE and higher R²/correlations are better. Error units are log10
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[CombiSolv source](https://zenodo.org/records/5970538) · [Prepared dataset](https://huggingface.co/datasets/Queimo/combisolv-qm-rem3di-multitask) · [Checkpoints](https://huggingface.co/Queimo/rem3di-cosmo10-combisolv-multitask) · [Probe W&B](https://wandb.ai/queimo/rem3di-reproduction/runs/u1n6si45) · [Training W&B](https://wandb.ai/queimo/rem3di-reproduction/runs/09d22kwn)
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[Monroe UW source](https://github.com/blazejba/Monroe/blob/de075eabe98e4adbbedbc86ca9e877f4bfd9b629/monroe/mtl/UW.py) · [Monroe covariance source](https://github.com/blazejba/Monroe/blob/de075eabe98e4adbbedbc86ca9e877f4bfd9b629/monroe/train/loss.py) · [Solvaformer Table 1](https://arxiv.org/html/2511.09774v1#S3.T1)
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[CombiSolv source](https://zenodo.org/records/5970538) · [Prepared dataset](https://huggingface.co/datasets/Queimo/combisolv-qm-rem3di-multitask) · [Checkpoints](https://huggingface.co/Queimo/rem3di-cosmo10-combisolv-multitask) · [Probe W&B](https://wandb.ai/queimo/rem3di-reproduction/runs/u1n6si45) · [Training W&B](https://wandb.ai/queimo/rem3di-reproduction/runs/09d22kwn)
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[Monroe UW source](https://github.com/blazejba/Monroe/blob/de075eabe98e4adbbedbc86ca9e877f4bfd9b629/monroe/mtl/UW.py) · [Monroe covariance source](https://github.com/blazejba/Monroe/blob/de075eabe98e4adbbedbc86ca9e877f4bfd9b629/monroe/train/loss.py) · [Solvaformer Table 1](https://arxiv.org/html/2511.09774v1#S3.T1)
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## Component ablations and reference probes
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[Three-epoch ablations, epoch-zero initialization, published Rem3Di, Monroe and all eight Solvaformer Table 1 baselines](ablations/REPORT.md). All measured probe labels, test row IDs, six metrics and checkpoint identities were independently verified.
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ablations/complete.json
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{
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"completed": true,
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"variants": [
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"no_denoising",
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"no_decorrelation"
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],
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"epochs_each": 3,
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"probes_each": 3,
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"revision": "b24915a0f186d23af38850edd551d9d3fb77a37c",
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"report": "https://huggingface.co/Queimo/rem3di-cosmo10-combisolv-multitask/blob/b24915a0f186d23af38850edd551d9d3fb77a37c/ablations/REPORT.md"
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}
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ablations/references/complete.json
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{
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"completed": true,
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"comparison_rows": 22,
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"published_result": {
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"representation": "published_rem3di",
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"method": "frozen_concat_kumo_large",
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"n_train": 75731,
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"n_test": 9686,
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"raw_columns": 1281,
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"context_blocks": 1,
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"num_estimators": 4,
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"seed": 42,
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"seconds": 125.9508656619946,
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"rmse": 0.7578431326387834,
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"mae": 0.5958265571132529,
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"r2": 0.5575473621174143,
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"mse": 0.5743262136877647,
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"pearson": 0.758446579233233,
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"spearman": 0.7322712013157006
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},
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"hub": {
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"repository": "Queimo/rem3di-cosmo10-combisolv-multitask",
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"revision": "ff86641eb441ffe038c8aca1df1ba32c02f74cb7",
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"verified": true,
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"report": "https://huggingface.co/Queimo/rem3di-cosmo10-combisolv-multitask/blob/ff86641eb441ffe038c8aca1df1ba32c02f74cb7/ablations/REPORT.md"
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},
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"completed_unix": 1793262754.1265547
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}
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ablations/references/independent_validation.json
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{
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"passed": true,
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"repository": "Queimo/rem3di-cosmo10-combisolv-multitask",
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"revision": "ff86641eb441ffe038c8aca1df1ba32c02f74cb7",
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"comparison_rows": 22,
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"checked": [
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{
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"model": "published_rem3di",
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"all_six_metrics_recomputed": true,
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"row_ids_exact": true,
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"label_tolerance": 1e-14,
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"metrics": {
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"mae": 0.5958265571132529,
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"mse": 0.5743262136877647,
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"rmse": 0.7578431326387834,
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"r2": 0.5575473621174143,
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"pearson": 0.7584465792332326,
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"spearman": 0.7322712013157006
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}
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},
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{
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"model": "cosmo_epoch10",
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"all_six_metrics_recomputed": true,
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"row_ids_exact": true,
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"label_tolerance": 1e-14,
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"metrics": {
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"mae": 0.5949363804813839,
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"mse": 0.6140966524414051,
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"rmse": 0.7836431920468684,
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"r2": 0.5269087892699237,
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"pearson": 0.7404267461665239,
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"spearman": 0.7325760677773465
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}
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},
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{
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"model": "monroe",
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"all_six_metrics_recomputed": true,
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"row_ids_exact": true,
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"label_tolerance": 1e-14,
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"metrics": {
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"mae": 0.5773536702967546,
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"mse": 0.5555317769192204,
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"rmse": 0.745340041135065,
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"r2": 0.5720263253400136,
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"pearson": 0.7696691693136138,
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"spearman": 0.7593848432185831
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}
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}
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],
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"published_checkpoint_hub_hashes_verified": true,
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"eight_literature_rows_verified": true,
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"all_eleven_continuation_results_preserved": true
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}
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ablations/references/status.json
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{
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"phase": "
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"pid": 54699,
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"updated_unix":
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"
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}
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{
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"phase": "complete",
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"pid": 54699,
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"updated_unix": 1793262754.126772,
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"report": "https://huggingface.co/Queimo/rem3di-cosmo10-combisolv-multitask/blob/ff86641eb441ffe038c8aca1df1ba32c02f74cb7/ablations/REPORT.md"
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}
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