Download release-validation.json from arushsinghal/setu-neural-eeg: direct link, hf CLI and curl.
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- Download file 11.3 kB
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https://huggingface.co/arushsinghal/setu-neural-eeg/resolve/main/release-validation.json
- Command line
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hf download hf://arushsinghal/setu-neural-eeg/release-validation.json
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curl -L -o release-validation.json https://huggingface.co/arushsinghal/setu-neural-eeg/resolve/main/release-validation.json
11.3 kB
| { | |
| "checked_utc": "2026-10-16T12:28:04Z", | |
| "scope": "All released checkpoint SHA-256 and sizes; representative synthetic inference per configuration; reproduction of archived primary validation metrics. No retraining or new test-set selection.", | |
| "hash_verified": 919, | |
| "source_compile_count": 40, | |
| "synthetic_inference": [ | |
| { | |
| "checkpoint": "checkpoints/control_late_matched_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/control_permuted_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/control_precue_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/loso_bandpower_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/loso_svm_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/reference3s_cbramod_full_pooled_64_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/reference3s_reve_full_pooled_64_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_distributed_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_distributed_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_distributed_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_distributed_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_language_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_language_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_language_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_trainrank_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_trainrank_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_bandpower_trainrank_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_cbramod_distributed_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_cbramod_distributed_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_cbramod_distributed_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_cbramod_distributed_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_cbramod_full_distributed_64_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_cbramod_partial_distributed_32_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_cbramod_partial_distributed_64_pooled_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_cbramod_partial_distributed_64_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_conformer_distributed_64_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_eegnet_distributed_16_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_eegnet_distributed_32_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_eegnet_distributed_64_pooled_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_eegnet_distributed_64_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_eegnet_distributed_8_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_fbcsp_distributed_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_fbcsp_distributed_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_fbcsp_distributed_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_fbcsp_distributed_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_fbts_distributed_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_fbts_distributed_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_fbts_distributed_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_fbts_distributed_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_mdm_distributed_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_mdm_distributed_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_mdm_distributed_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_mdm_distributed_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_reve_partial_distributed_64_sub-01_seed-2026.pt", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_reve_probe_distributed_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_reve_probe_distributed_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_distributed_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_distributed_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_distributed_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_distributed_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_language_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_language_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_language_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_trainrank_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_trainrank_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_svm_trainrank_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_ts_distributed_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_ts_distributed_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_ts_distributed_64_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_ts_distributed_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_ts_language_16_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_ts_language_32_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| }, | |
| { | |
| "checkpoint": "checkpoints/strict_ts_language_8_sub-01.joblib", | |
| "finite_five_class_probabilities": true | |
| } | |
| ], | |
| "errors": [], | |
| "limitations": [ | |
| "Primary SVM per-trial validation prediction archives were not present; full 50-trial per-participant validation metrics were independently recomputed and compared instead.", | |
| "Synthetic inputs test software execution and probability shape only, not real-world model quality." | |
| ], | |
| "primary_validation_metric_reproduction": [ | |
| { | |
| "subject": 1, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.36 | |
| }, | |
| { | |
| "subject": 2, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.26 | |
| }, | |
| { | |
| "subject": 3, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.33999999999999997 | |
| }, | |
| { | |
| "subject": 4, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.52 | |
| }, | |
| { | |
| "subject": 5, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.43999999999999995 | |
| }, | |
| { | |
| "subject": 6, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.32 | |
| }, | |
| { | |
| "subject": 7, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.28 | |
| }, | |
| { | |
| "subject": 8, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.42000000000000004 | |
| }, | |
| { | |
| "subject": 9, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.38000000000000006 | |
| }, | |
| { | |
| "subject": 10, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.32 | |
| }, | |
| { | |
| "subject": 11, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.4 | |
| }, | |
| { | |
| "subject": 12, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.52 | |
| }, | |
| { | |
| "subject": 13, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.38 | |
| }, | |
| { | |
| "subject": 14, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.32 | |
| }, | |
| { | |
| "subject": 15, | |
| "trials": 50, | |
| "metrics_match_archived_record": true, | |
| "balanced_accuracy": 0.45999999999999996 | |
| } | |
| ] | |
| } |