2026 MATS: rational agents
Collection
The 2026 MATS rational-agents programme and its sibling MATS-II experiments: curated 2026.RA.* repos plus the raw run archives (Oct 2026). • 55 items • Updated
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Fairness GRPO pilot, trivial baselines, calibrated maximizer and the polarity-arm evaluations: raw run directories
The run directories of research notes 0022 to 0024, 0036, 0038, 0040 and 0042 (1 to 10 August 2026): the trivial policy baselines (trivial*, trivialcal*), the calibrated maximizer (calmax_*), the reference Bayesian and all-rational arms (ref_*), the fairness-GRPO pilot training run fairness_grpo (lam0 and lam1 on Qwen3-8B; its mats-ii/ is the code checkout the job ran from, without .git) and its evaluation fleet (grpoeval_*), the Hub staging of the pilot (hf_fairness_grpo), the counterfactual pairs audit (fairness_pairs_workdir, pairs_audit_v1, accept_curves), and the below-walkaway polarity arm's evaluation fleet (selfharm_eval_*, selfharm_dpo_v1). The curated products are 2026.RA.Fairness-GRPO with the adapters 2026.RA.Fairness-GRPO-lam0 and 2026.RA.Fairness-GRPO-lam1, 2026.RA.Fairness-Counterfactual-Pairs and 2026.RA.SelfHarm-Polarity-Arm.
Research notes 0022-0024, 0036, 0038, 0040, 0042 (experiments/rational_agents/research-notes/ in the private mats-ii repository (github.com/Sid-MB/mats-ii)) describe the runs.
Families
baselines_and_calibrated_maximizer: trivial policy baselines (greedy, passive gate, demand ladders), the calibrated maximizer and the reference Bayesian and all-rational arms (notes 0022-0024)counterfactual_pairs: the fairness counterfactual pairs build, audit and acceptance curves (notes 0036, 0038)fairness_grpo_pilot: the fairness-GRPO pilot training root (lam0, lam1 on Qwen3-8B, with its code checkout), its evaluation fleet grpoeval_* and the Hub staging of 2026.RA.Fairness-GRPO (note 0023)polarity_arm_evaluation: the below-walkaway polarity arm's pair build and its base, control and trained evaluation fleets (notes 0040, 0042)
Contents
156 tarballs, 39782 files, 8.19 GB unpacked, 3.36 GB here. Each tarball unpacks to the directory it is named after (member paths start with that name); MANIFEST.json lists every tarball with its sha256, file count, sizes, newest modification time and, for code snapshots, the git HEAD the tree was at.
| family | tarball | source entry | files | raw GB | packed GB | newest file |
|---|---|---|---|---|---|---|
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/_calmax_analysis.tar.zst |
rational_agents/_calmax_analysis |
10 | 0.00 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/_calmax_gate.tar.zst |
rational_agents/_calmax_gate |
12 | 0.00 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/_trivial_baselines_analysis.tar.zst |
rational_agents/_trivial_baselines_analysis |
84 | 0.00 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/calmax_v2_calibrated-vote.tar.zst |
rational_agents/calmax_v2_calibrated-vote |
605 | 0.05 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/calmax_v2_calibrated.tar.zst |
rational_agents/calmax_v2_calibrated |
605 | 0.04 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/calmax_v2_instances_trivial_v1_full12_calibrated-vote.tar.zst |
rational_agents/calmax_v2_instances_trivial_v1_full12_calibrated-vote |
305 | 0.02 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/calmax_v2_instances_trivial_v1_full12_calibrated.tar.zst |
rational_agents/calmax_v2_instances_trivial_v1_full12_calibrated |
305 | 0.02 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/calmax_v2_instances_trivial_v1_full12_step.tar.zst |
rational_agents/calmax_v2_instances_trivial_v1_full12_step |
305 | 0.02 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/calmax_v2_step.tar.zst |
rational_agents/calmax_v2_step |
605 | 0.04 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_all_llm_qwen3_8b_trivialv1.tar.zst |
rational_agents/ref_all_llm_qwen3_8b_trivialv1 |
420 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_all_llm_sonnet5_trivialv1.tar.zst |
rational_agents/ref_all_llm_sonnet5_trivialv1 |
421 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_all_rational_trivialv1.tar.zst |
rational_agents/ref_all_rational_trivialv1 |
420 | 0.08 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_bayes_qwen3_8b_trivialv1.tar.zst |
rational_agents/ref_bayes_qwen3_8b_trivialv1 |
420 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_bayes_qwen3_8b_trivialv1_seat2.tar.zst |
rational_agents/ref_bayes_qwen3_8b_trivialv1_seat2 |
420 | 0.04 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_bayes_qwen3_8b_trivialv1_seat4.tar.zst |
rational_agents/ref_bayes_qwen3_8b_trivialv1_seat4 |
420 | 0.05 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_bayes_sonnet5_trivialv1.tar.zst |
rational_agents/ref_bayes_sonnet5_trivialv1 |
421 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_bayes_sonnet5_trivialv1_seat2.tar.zst |
rational_agents/ref_bayes_sonnet5_trivialv1_seat2 |
421 | 0.04 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/ref_bayes_sonnet5_trivialv1_seat4.tar.zst |
rational_agents/ref_bayes_sonnet5_trivialv1_seat4 |
421 | 0.05 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivial_cpu_smoke_1785585226.tar.zst |
rational_agents/trivial_cpu_smoke_1785585226 |
18 | 0.00 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivial_greedy_anchor_qwen3_8b_abstract.tar.zst |
rational_agents/trivial_greedy_anchor_qwen3_8b_abstract |
258 | 0.02 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivial_greedy_anchor_sonnet5.tar.zst |
rational_agents/trivial_greedy_anchor_sonnet5 |
139 | 0.01 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivial_greedy_holdout_qwen3_8b_abstract.tar.zst |
rational_agents/trivial_greedy_holdout_qwen3_8b_abstract |
258 | 0.03 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivial_greedy_holdout_sonnet5.tar.zst |
rational_agents/trivial_greedy_holdout_sonnet5 |
139 | 0.02 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivial_passive_gate_qwen3_8b_abstract.tar.zst |
rational_agents/trivial_passive_gate_qwen3_8b_abstract |
258 | 0.02 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivial_passive_gate_sonnet5.tar.zst |
rational_agents/trivial_passive_gate_sonnet5 |
139 | 0.01 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialcal2_greedy_anchor_sonnet5.tar.zst |
rational_agents/trivialcal2_greedy_anchor_sonnet5 |
9 | 0.00 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialcal2_greedy_holdout_sonnet5.tar.zst |
rational_agents/trivialcal2_greedy_holdout_sonnet5 |
9 | 0.00 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialcal2_passive_gate_sonnet5.tar.zst |
rational_agents/trivialcal2_passive_gate_sonnet5 |
9 | 0.00 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialcal_passive_gate_sonnet5.tar.zst |
rational_agents/trivialcal_passive_gate_sonnet5 |
2 | 0.00 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_demand_50_declared_qwen3_8b.tar.zst |
rational_agents/trivialv1_demand_50_declared_qwen3_8b |
420 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_demand_65_declared_qwen3_8b.tar.zst |
rational_agents/trivialv1_demand_65_declared_qwen3_8b |
420 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_demand_80_declared_qwen3_8b.tar.zst |
rational_agents/trivialv1_demand_80_declared_qwen3_8b |
420 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_demand_90_declared_qwen3_8b.tar.zst |
rational_agents/trivialv1_demand_90_declared_qwen3_8b |
420 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_demand_90_declared_sonnet5.tar.zst |
rational_agents/trivialv1_demand_90_declared_sonnet5 |
421 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_anchor_qwen3_8b.tar.zst |
rational_agents/trivialv1_greedy_anchor_qwen3_8b |
420 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_anchor_qwen3_8b_seat2.tar.zst |
rational_agents/trivialv1_greedy_anchor_qwen3_8b_seat2 |
420 | 0.03 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_anchor_qwen3_8b_seat4.tar.zst |
rational_agents/trivialv1_greedy_anchor_qwen3_8b_seat4 |
420 | 0.03 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_anchor_sonnet5.tar.zst |
rational_agents/trivialv1_greedy_anchor_sonnet5 |
421 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_holdout_declared_qwen3_8b.tar.zst |
rational_agents/trivialv1_greedy_holdout_declared_qwen3_8b |
420 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_holdout_declared_sonnet5.tar.zst |
rational_agents/trivialv1_greedy_holdout_declared_sonnet5 |
413 | 0.05 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_holdout_declared_sonnet5_fill.tar.zst |
rational_agents/trivialv1_greedy_holdout_declared_sonnet5_fill |
11 | 0.00 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_holdout_qwen3_8b.tar.zst |
rational_agents/trivialv1_greedy_holdout_qwen3_8b |
420 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_greedy_holdout_sonnet5.tar.zst |
rational_agents/trivialv1_greedy_holdout_sonnet5 |
421 | 0.05 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_passive_gate_qwen3_8b.tar.zst |
rational_agents/trivialv1_passive_gate_qwen3_8b |
420 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_passive_gate_qwen3_8b_seat2.tar.zst |
rational_agents/trivialv1_passive_gate_qwen3_8b_seat2 |
420 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_passive_gate_qwen3_8b_seat4.tar.zst |
rational_agents/trivialv1_passive_gate_qwen3_8b_seat4 |
420 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_passive_gate_sonnet5.tar.zst |
rational_agents/trivialv1_passive_gate_sonnet5 |
55 | 0.01 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_passive_gate_sonnet5_r2.tar.zst |
rational_agents/trivialv1_passive_gate_sonnet5_r2 |
421 | 0.04 | 0.00 | 2026-08-01 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_passive_gate_sonnet5_seat2.tar.zst |
rational_agents/trivialv1_passive_gate_sonnet5_seat2 |
421 | 0.04 | 0.00 | 2026-08-03 |
| baselines_and_calibrated_maximizer | baselines_and_calibrated_maximizer/trivialv1_passive_gate_sonnet5_seat4.tar.zst |
rational_agents/trivialv1_passive_gate_sonnet5_seat4 |
421 | 0.04 | 0.00 | 2026-08-03 |
| counterfactual_pairs | counterfactual_pairs/accept_curves.tar.zst |
rational_agents/accept_curves |
2 | 0.59 | 0.01 | 2026-08-01 |
| counterfactual_pairs | counterfactual_pairs/fairness_pairs_workdir.tar.zst |
rational_agents/fairness_pairs_workdir |
610 | 0.13 | 0.00 | 2026-08-07 |
| counterfactual_pairs | counterfactual_pairs/pairs_audit_v1.tar.zst |
rational_agents/pairs_audit_v1 |
12 | 0.08 | 0.00 | 2026-08-09 |
| fairness_grpo_pilot | fairness_grpo_pilot/fairness_grpo.tar.zst |
rational_agents/fairness_grpo |
373 | 3.70 | 3.27 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_adapter_e2e.tar.zst |
rational_agents/grpoeval_adapter_e2e |
28 | 0.00 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_divide_dollar.tar.zst |
rational_agents/grpoeval_baseline_divide_dollar |
52 | 0.00 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s0.tar.zst |
rational_agents/grpoeval_baseline_primary_s0 |
340 | 0.03 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s1.tar.zst |
rational_agents/grpoeval_baseline_primary_s1 |
340 | 0.02 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s2.tar.zst |
rational_agents/grpoeval_baseline_primary_s2 |
340 | 0.02 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s3.tar.zst |
rational_agents/grpoeval_baseline_primary_s3 |
340 | 0.03 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s4.tar.zst |
rational_agents/grpoeval_baseline_primary_s4 |
340 | 0.03 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s5.tar.zst |
rational_agents/grpoeval_baseline_primary_s5 |
340 | 0.02 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s6.tar.zst |
rational_agents/grpoeval_baseline_primary_s6 |
340 | 0.03 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s7.tar.zst |
rational_agents/grpoeval_baseline_primary_s7 |
340 | 0.03 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s8.tar.zst |
rational_agents/grpoeval_baseline_primary_s8 |
340 | 0.02 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_primary_s9.tar.zst |
rational_agents/grpoeval_baseline_primary_s9 |
340 | 0.02 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_rationaltable.tar.zst |
rational_agents/grpoeval_baseline_rationaltable |
370 | 0.06 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_baseline_ultimatum.tar.zst |
rational_agents/grpoeval_baseline_ultimatum |
52 | 0.00 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s0.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s0 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s1.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s1 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s2.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s2 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s3.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s3 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s4.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s4 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s5.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s5 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s6.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s6 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s7.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s7 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s8.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s8 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step10_primary_s9.tar.zst |
rational_agents/grpoeval_lam0_step10_primary_s9 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_comparability.tar.zst |
rational_agents/grpoeval_lam0_step24_comparability |
370 | 0.05 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_divide_dollar.tar.zst |
rational_agents/grpoeval_lam0_step24_divide_dollar |
52 | 0.00 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_framed.tar.zst |
rational_agents/grpoeval_lam0_step24_framed |
191 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s0.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s0 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s1.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s1 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s2.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s2 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s3.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s3 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s4.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s4 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s5.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s5 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s6.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s6 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s7.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s7 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s8.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s8 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_primary_s9.tar.zst |
rational_agents/grpoeval_lam0_step24_primary_s9 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_rationaltable.tar.zst |
rational_agents/grpoeval_lam0_step24_rationaltable |
370 | 0.06 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_ultimatum.tar.zst |
rational_agents/grpoeval_lam0_step24_ultimatum |
52 | 0.00 | 0.00 | 2026-08-01 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_xgame_full.tar.zst |
rational_agents/grpoeval_lam0_step24_xgame_full |
187 | 0.01 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam0_step24_xgame_private.tar.zst |
rational_agents/grpoeval_lam0_step24_xgame_private |
187 | 0.01 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s0.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s0 |
340 | 0.05 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s1.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s1 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s2.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s2 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s3.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s3 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s4.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s4 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s5.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s5 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s6.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s6 |
340 | 0.05 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s7.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s7 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s8.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s8 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step10_primary_s9.tar.zst |
rational_agents/grpoeval_lam1_step10_primary_s9 |
340 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_comparability.tar.zst |
rational_agents/grpoeval_lam1_step24_comparability |
370 | 0.04 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_divide_dollar.tar.zst |
rational_agents/grpoeval_lam1_step24_divide_dollar |
52 | 0.00 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_framed.tar.zst |
rational_agents/grpoeval_lam1_step24_framed |
191 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s0.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s0 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s1.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s1 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s2.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s2 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s3.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s3 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s4.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s4 |
340 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s5.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s5 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s6.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s6 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s7.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s7 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s8.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s8 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_primary_s9.tar.zst |
rational_agents/grpoeval_lam1_step24_primary_s9 |
340 | 0.03 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_rationaltable.tar.zst |
rational_agents/grpoeval_lam1_step24_rationaltable |
370 | 0.06 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_ultimatum.tar.zst |
rational_agents/grpoeval_lam1_step24_ultimatum |
52 | 0.00 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_xgame_full.tar.zst |
rational_agents/grpoeval_lam1_step24_xgame_full |
187 | 0.02 | 0.00 | 2026-08-02 |
| fairness_grpo_pilot | fairness_grpo_pilot/grpoeval_lam1_step24_xgame_private.tar.zst |
rational_agents/grpoeval_lam1_step24_xgame_private |
187 | 0.02 | 0.00 | 2026-08-02 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_dpo_v1.tar.zst |
rational_agents/selfharm_dpo_v1 |
30 | 0.00 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_base_v2.tar.zst |
rational_agents/selfharm_eval_base_v2 |
280 | 0.05 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_base_v2_s0.tar.zst |
rational_agents/selfharm_eval_base_v2_s0 |
101 | 0.01 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_base_v2_s1.tar.zst |
rational_agents/selfharm_eval_base_v2_s1 |
101 | 0.01 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_base_v2_s2.tar.zst |
rational_agents/selfharm_eval_base_v2_s2 |
101 | 0.01 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_base_v2_s3_b0s3.tar.zst |
rational_agents/selfharm_eval_base_v2_s3_b0s3 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_base_v2_s3_b1s3.tar.zst |
rational_agents/selfharm_eval_base_v2_s3_b1s3 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_base_v2_s4_b0s4.tar.zst |
rational_agents/selfharm_eval_base_v2_s4_b0s4 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_base_v2_s4_b1s4.tar.zst |
rational_agents/selfharm_eval_base_v2_s4_b1s4 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2.tar.zst |
rational_agents/selfharm_eval_control_v2 |
286 | 0.05 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s0_b0s0.tar.zst |
rational_agents/selfharm_eval_control_v2_s0_b0s0 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s0_b1s0.tar.zst |
rational_agents/selfharm_eval_control_v2_s0_b1s0 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s1_b0s1.tar.zst |
rational_agents/selfharm_eval_control_v2_s1_b0s1 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s1_b1s1.tar.zst |
rational_agents/selfharm_eval_control_v2_s1_b1s1 |
26 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s1r2_b0s1.tar.zst |
rational_agents/selfharm_eval_control_v2_s1r2_b0s1 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s1r2_b1s1.tar.zst |
rational_agents/selfharm_eval_control_v2_s1r2_b1s1 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s2_b0s2.tar.zst |
rational_agents/selfharm_eval_control_v2_s2_b0s2 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s2_b1s2.tar.zst |
rational_agents/selfharm_eval_control_v2_s2_b1s2 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s3_b0s3.tar.zst |
rational_agents/selfharm_eval_control_v2_s3_b0s3 |
26 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s3r2_b0s3.tar.zst |
rational_agents/selfharm_eval_control_v2_s3r2_b0s3 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s3r2_b1s3.tar.zst |
rational_agents/selfharm_eval_control_v2_s3r2_b1s3 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s4_b0s4.tar.zst |
rational_agents/selfharm_eval_control_v2_s4_b0s4 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_control_v2_s4_b1s4.tar.zst |
rational_agents/selfharm_eval_control_v2_s4_b1s4 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2.tar.zst |
rational_agents/selfharm_eval_trained_v2 |
286 | 0.05 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s0_b0s0.tar.zst |
rational_agents/selfharm_eval_trained_v2_s0_b0s0 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s0_b1s0.tar.zst |
rational_agents/selfharm_eval_trained_v2_s0_b1s0 |
53 | 0.00 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s1_b0s1.tar.zst |
rational_agents/selfharm_eval_trained_v2_s1_b0s1 |
53 | 0.00 | 0.00 | 2026-08-09 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s1_b1s1.tar.zst |
rational_agents/selfharm_eval_trained_v2_s1_b1s1 |
53 | 0.00 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s2_b0s2.tar.zst |
rational_agents/selfharm_eval_trained_v2_s2_b0s2 |
53 | 0.00 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s2_b1s2.tar.zst |
rational_agents/selfharm_eval_trained_v2_s2_b1s2 |
53 | 0.00 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s3_b0s3.tar.zst |
rational_agents/selfharm_eval_trained_v2_s3_b0s3 |
53 | 0.00 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s3_b1s3.tar.zst |
rational_agents/selfharm_eval_trained_v2_s3_b1s3 |
53 | 0.00 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s4_b0s4.tar.zst |
rational_agents/selfharm_eval_trained_v2_s4_b0s4 |
53 | 0.00 | 0.00 | 2026-08-10 |
| polarity_arm_evaluation | polarity_arm_evaluation/selfharm_eval_trained_v2_s4_b1s4.tar.zst |
rational_agents/selfharm_eval_trained_v2_s4_b1s4 |
53 | 0.00 | 0.00 | 2026-08-10 |
Entries that were already on the Hub
These sibling entries of the same workspace were not packed here: every one of their files was found, with equal size and hash, in the curated repository named, so the local copy was deleted with a breadcrumb pointing there.
| source entry | repository | files |
|---|---|---|
rational_agents/hf_fairness_grpo/models/2026.RA.Fairness-GRPO-lam0 |
siddharthmb/2026.RA.Fairness-GRPO-lam0 | 51 |
rational_agents/hf_fairness_grpo/models/2026.RA.Fairness-GRPO-lam1 |
siddharthmb/2026.RA.Fairness-GRPO-lam1 | 51 |
rational_agents/hf_fairness_grpo/dataset |
siddharthmb/2026.RA.Fairness-GRPO | 4 |
How to unpack
hf download siddharthmb/2026.RA.Fairness-GRPO-Raw --repo-type dataset --local-dir 2026.RA.Fairness-GRPO-Raw
cd 2026.RA.Fairness-GRPO-Raw && for f in */*.tar.zst; do tar -I zstd -xf "$f"; done # or one tarball at a time
zstd 1.4 or newer; GNU tar. A tarball's members are relative paths starting with the source entry's name, so unpacking several in one directory recreates the workspace layout.
Related repositories
- siddharthmb/2026.RA.Fairness-GRPO
- siddharthmb/2026.RA.Fairness-GRPO-lam0
- siddharthmb/2026.RA.Fairness-GRPO-lam1
- siddharthmb/2026.RA.Fairness-Counterfactual-Pairs
- siddharthmb/2026.RA.SelfHarm-Polarity-Arm
- The collection: https://huggingface.co/collections/siddharthmb/2026-mats-rational-agents-6acc1dd5623e8e00176b80a8
- The workspace index: https://huggingface.co/datasets/siddharthmb/2026.RA.Workspace-Index
Provenance
Archived from /nlp/scr/siddharth/ii_mats/rational_agents on 2026-10-11 by the MATS archive job 17819018 of the transcoder-adapters cleanup (report claude_updates/memory/reports/mats_archive.md in that repository). Run directories were packed unchanged (tar --sort=name | zstd -10) except that .git/ directories (histories live in the private mats-ii repository), .cache/ upload bookkeeping and __pycache__/ were left out of every tarball. Every file name and every text file was scanned for credentials before upload (Hub, Anthropic, OpenAI, AWS and W&B key shapes, private-key headers, credential URLs, paths of the secrets store); the report lists what was excluded. The local copy was deleted after every uploaded file was verified on the Hub by name, size and hash, and a <name>.txt breadcrumb naming this repository was left beside it.
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