| { |
| "metadata": { |
| "train_tasks": [ |
| "aime", |
| "gpqa", |
| "hmmt", |
| "supergpqa" |
| ], |
| "test_tasks": [ |
| "mmlupro", |
| "usaco" |
| ], |
| "models": [ |
| "Ministral-3-3B-Reasoning-2512", |
| "Ministral-3-8B-Reasoning-2512", |
| "Nemotron-Cascade-14B-Thinking", |
| "Nemotron-Cascade-8B-Thinking", |
| "Olmo-3-32B-Think", |
| "Qwen3-0.6B", |
| "Qwen3-1.7B", |
| "Qwen3-14B", |
| "Qwen3-30B-A3B-Thinking-2507", |
| "Qwen3-32B", |
| "Qwen3-4B", |
| "Qwen3-8B", |
| "R1-Distill-Llama-70B", |
| "R1-Distill-Llama-8B", |
| "R1-Distill-Qwen-14B", |
| "R1-Distill-Qwen-32B", |
| "R1-Distill-Qwen-7B", |
| "SmolLM3-3B" |
| ], |
| "n_features": 80, |
| "feature_names": [ |
| "ce_loss:entropy", |
| "ce_loss:freq", |
| "ce_loss:gauss_nll", |
| "ce_loss:inv_entropy", |
| "ce_loss:inv_freq", |
| "ce_loss:prob", |
| "ce_loss:surprise", |
| "ce_loss:uniform", |
| "entropy:entropy", |
| "entropy:freq", |
| "entropy:gauss_nll", |
| "entropy:inv_entropy", |
| "entropy:inv_freq", |
| "entropy:prob", |
| "entropy:surprise", |
| "entropy:uniform", |
| "margin:entropy", |
| "margin:freq", |
| "margin:gauss_nll", |
| "margin:inv_entropy", |
| "margin:inv_freq", |
| "margin:prob", |
| "margin:surprise", |
| "margin:uniform", |
| "rank:entropy", |
| "rank:freq", |
| "rank:gauss_nll", |
| "rank:inv_entropy", |
| "rank:inv_freq", |
| "rank:prob", |
| "rank:surprise", |
| "rank:uniform", |
| "reciprocal_rank:entropy", |
| "reciprocal_rank:freq", |
| "reciprocal_rank:gauss_nll", |
| "reciprocal_rank:inv_entropy", |
| "reciprocal_rank:inv_freq", |
| "reciprocal_rank:prob", |
| "reciprocal_rank:surprise", |
| "reciprocal_rank:uniform", |
| "top_1_correct:entropy", |
| "top_1_correct:freq", |
| "top_1_correct:gauss_nll", |
| "top_1_correct:inv_entropy", |
| "top_1_correct:inv_freq", |
| "top_1_correct:prob", |
| "top_1_correct:surprise", |
| "top_1_correct:uniform", |
| "top_2_correct:entropy", |
| "top_2_correct:freq", |
| "top_2_correct:gauss_nll", |
| "top_2_correct:inv_entropy", |
| "top_2_correct:inv_freq", |
| "top_2_correct:prob", |
| "top_2_correct:surprise", |
| "top_2_correct:uniform", |
| "top_3_correct:entropy", |
| "top_3_correct:freq", |
| "top_3_correct:gauss_nll", |
| "top_3_correct:inv_entropy", |
| "top_3_correct:inv_freq", |
| "top_3_correct:prob", |
| "top_3_correct:surprise", |
| "top_3_correct:uniform", |
| "top_5_correct:entropy", |
| "top_5_correct:freq", |
| "top_5_correct:gauss_nll", |
| "top_5_correct:inv_entropy", |
| "top_5_correct:inv_freq", |
| "top_5_correct:prob", |
| "top_5_correct:surprise", |
| "top_5_correct:uniform", |
| "wrong_confidence:entropy", |
| "wrong_confidence:freq", |
| "wrong_confidence:gauss_nll", |
| "wrong_confidence:inv_entropy", |
| "wrong_confidence:inv_freq", |
| "wrong_confidence:prob", |
| "wrong_confidence:surprise", |
| "wrong_confidence:uniform" |
| ], |
| "n_grid": 200, |
| "n_models_total": 18, |
| "n_seeds": 20, |
| "perc_values": [ |
| 30, |
| 60 |
| ], |
| "cv_held_out_values": [ |
| 1, |
| 2 |
| ], |
| "test_sweep": true, |
| "fixed_K_sparsity": 3 |
| }, |
| "sweep": { |
| "perc_values": [ |
| 30, |
| 60 |
| ], |
| "cv_held_out_values": [ |
| 1, |
| 2 |
| ], |
| "mean_matrix": [ |
| [ |
| 0.5692181794356673, |
| 0.7940197837097698 |
| ], |
| [ |
| 0.5374758049520205, |
| 0.7778085514578417 |
| ] |
| ], |
| "std_matrix": [ |
| [ |
| 0.14717507046954031, |
| 0.05780114852777915 |
| ], |
| [ |
| 0.12855247218432336, |
| 0.057140255699960826 |
| ] |
| ] |
| } |
| } |
