Queimo commited on
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abb3ff2
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1 Parent(s): ff86641

Attach independent validation and completion markers for all ablations and reference probes

Browse files
README.md CHANGED
@@ -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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+
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+
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+ ## Component ablations and reference probes
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+
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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.
ablations/complete.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ }
ablations/references/complete.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ }
ablations/references/independent_validation.json ADDED
@@ -0,0 +1,53 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ }
ablations/references/status.json CHANGED
@@ -1,6 +1,6 @@
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  {
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- "phase": "validating_prior_results",
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  "pid": 54699,
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- "updated_unix": 1793262742.7413404,
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- "wandb_url": "https://wandb.ai/queimo/rem3di-reproduction/runs/2u7ica7w"
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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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  }