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CalibForge splits: calibforge_clean 2897, calibforge_repair 1768

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README.md CHANGED
@@ -35,8 +35,8 @@ a fresh sandbox scored 1:
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  |---|---|---:|---:|---:|
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  | `tmax_clean` | TMAX, judged clean (tier SEED, verdict CLEAN) **and** a replay-verified solution | **5,763** | 5,763 | 499 |
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  | `tmax_repair` | every other judged TMAX task | **5,765** | 2,723 | 726 |
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- | `calibforge_clean` | CalibForge, judged clean **and** a replay-verified solution | **2,895** | 2,895 | 239 |
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- | `calibforge_repair` | every other judged CalibForge task | **1,770** | 1,162 | 159 |
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  ```python
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  from datasets import load_dataset
@@ -57,9 +57,9 @@ The same three steps and the same rule for both corpora.
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  attempted up to twice more at reasoning effort max, stopping at the first attempt that scored 1.
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  - TMAX: DeepSeek V4.1 Flash, effort high for the first attempt, max for the retries.
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  - CalibForge: **two models.** The first attempt of 544 tasks ran on DeepSeek V4.1 Flash at effort high with
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- top_p 1.0, and of 4,108 tasks on Kimi K3 at effort low with top_p 0.95 (the only top_p its provider accepts).
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- Every retry ran on Kimi K3 at effort max with top_p 0.95. Of the 4,057 replay-verified CalibForge
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- solutions, 418 come from DeepSeek and 3,639 from
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  Kimi K3; `solution_model` names the one on each row.
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  3. **Replayed.** The task's first reward-1 attempt counts only if its recorded action sequence, replayed once in a
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  fresh sandbox of the attempt's own size, is graded 1.0 again. That one replay decides; the reward the model
@@ -80,7 +80,7 @@ The same three steps and the same rule for both corpora.
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  | SEED/CLEAN, expected zero: one attempt scored 0 and was not retried | 0 | 22 |
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  | SEED/CLEAN, an attempt scored 1 but its replay graded 0 | 28 | 29 |
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  | SEED/CLEAN, an attempt scored 1 but its replay ended in an error and was not graded | 0 | 6 |
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- | SEED/CLEAN, no counted attempt | 1 | 6 |
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  A repair row carries a solution when one of its attempts was replay-verified, and none otherwise. Notes on the
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  CalibForge column:
 
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  |---|---|---:|---:|---:|
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  | `tmax_clean` | TMAX, judged clean (tier SEED, verdict CLEAN) **and** a replay-verified solution | **5,763** | 5,763 | 499 |
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  | `tmax_repair` | every other judged TMAX task | **5,765** | 2,723 | 726 |
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+ | `calibforge_clean` | CalibForge, judged clean **and** a replay-verified solution | **2,897** | 2,897 | 239 |
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+ | `calibforge_repair` | every other judged CalibForge task | **1,768** | 1,162 | 159 |
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  ```python
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  from datasets import load_dataset
 
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  attempted up to twice more at reasoning effort max, stopping at the first attempt that scored 1.
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  - TMAX: DeepSeek V4.1 Flash, effort high for the first attempt, max for the retries.
59
  - CalibForge: **two models.** The first attempt of 544 tasks ran on DeepSeek V4.1 Flash at effort high with
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+ top_p 1.0, and of 4,110 tasks on Kimi K3 at effort low with top_p 0.95 (the only top_p its provider accepts).
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+ Every retry ran on Kimi K3 at effort max with top_p 0.95. Of the 4,059 replay-verified CalibForge
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+ solutions, 418 come from DeepSeek and 3,641 from
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  Kimi K3; `solution_model` names the one on each row.
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  3. **Replayed.** The task's first reward-1 attempt counts only if its recorded action sequence, replayed once in a
65
  fresh sandbox of the attempt's own size, is graded 1.0 again. That one replay decides; the reward the model
 
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  | SEED/CLEAN, expected zero: one attempt scored 0 and was not retried | 0 | 22 |
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  | SEED/CLEAN, an attempt scored 1 but its replay graded 0 | 28 | 29 |
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  | SEED/CLEAN, an attempt scored 1 but its replay ended in an error and was not graded | 0 | 6 |
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+ | SEED/CLEAN, no counted attempt | 1 | 4 |
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  A repair row carries a solution when one of its attempts was replay-verified, and none otherwise. Notes on the
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  CalibForge column:
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metadata/split_assignment_calibforge.tsv CHANGED
@@ -5138,7 +5138,7 @@ system-administration_20260602_105139_009 calibforge_repair repair_verdict: FLAG
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  system-administration_20260603_181444_001 calibforge_repair repair_unsolved: no rollout scored 1 in 3 counted rollouts 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 3 0.0 0 moonshotai/Kimi-K3 low 0.95 moonshotai/Kimi-K3 max 0.95 moonshotai/Kimi-K3 max 0.95
5139
  system-administration_20260603_181444_002 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
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  system-administration_20260603_181444_003 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 2 1.0 1 moonshotai/Kimi-K3 low 0.95 moonshotai/Kimi-K3 max 0.95
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- system-administration_20260603_181444_004 calibforge_repair repair_not_rolled: no counted rollout (kill budget spent on sandbox/infra failures) 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 0 0
5142
  system-administration_20260603_181444_005 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5143
  system-administration_20260603_181444_006 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5144
  system-administration_20260603_181444_007 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 2 1.0 1 moonshotai/Kimi-K3 low 0.95 moonshotai/Kimi-K3 max 0.95
@@ -5205,7 +5205,7 @@ system-administration_20260604_193356_005 calibforge_clean tier SEED, verdict CL
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  system-administration_20260604_193356_006 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 deepseek-flash high 1.0
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  system-administration_20260604_193356_007 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5207
  system-administration_20260604_193356_008 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
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- system-administration_20260604_193356_009 calibforge_repair repair_not_rolled: no counted rollout (kill budget spent on sandbox/infra failures) 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 0 0
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  system-administration_20260604_194036_001 calibforge_repair repair_verdict: FLAGGED/UNSTABLE-REWARD 0 FLAGGED UNSTABLE-REWARD v13_harbor_row:cfr_h3 remaining contrastive_solver 3 0.0 0 moonshotai/Kimi-K3 low 0.95 moonshotai/Kimi-K3 max 0.95 moonshotai/Kimi-K3 max 0.95
5210
  system-administration_20260604_194036_002 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5211
  system-administration_20260604_194036_003 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
 
5138
  system-administration_20260603_181444_001 calibforge_repair repair_unsolved: no rollout scored 1 in 3 counted rollouts 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 3 0.0 0 moonshotai/Kimi-K3 low 0.95 moonshotai/Kimi-K3 max 0.95 moonshotai/Kimi-K3 max 0.95
5139
  system-administration_20260603_181444_002 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5140
  system-administration_20260603_181444_003 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 2 1.0 1 moonshotai/Kimi-K3 low 0.95 moonshotai/Kimi-K3 max 0.95
5141
+ system-administration_20260603_181444_004 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5142
  system-administration_20260603_181444_005 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5143
  system-administration_20260603_181444_006 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5144
  system-administration_20260603_181444_007 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 2 1.0 1 moonshotai/Kimi-K3 low 0.95 moonshotai/Kimi-K3 max 0.95
 
5205
  system-administration_20260604_193356_006 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 deepseek-flash high 1.0
5206
  system-administration_20260604_193356_007 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5207
  system-administration_20260604_193356_008 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5208
+ system-administration_20260604_193356_009 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5209
  system-administration_20260604_194036_001 calibforge_repair repair_verdict: FLAGGED/UNSTABLE-REWARD 0 FLAGGED UNSTABLE-REWARD v13_harbor_row:cfr_h3 remaining contrastive_solver 3 0.0 0 moonshotai/Kimi-K3 low 0.95 moonshotai/Kimi-K3 max 0.95 moonshotai/Kimi-K3 max 0.95
5210
  system-administration_20260604_194036_002 calibforge_repair repair_verdict: FLAGGED/INSTR-VERIFIER-MISMATCH; with its replay-verified solution 0 FLAGGED INSTR-VERIFIER-MISMATCH v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95
5211
  system-administration_20260604_194036_003 calibforge_clean tier SEED, verdict CLEAN, and a replay-verified solution 0 SEED CLEAN v13_harbor_row:cfr_h3 remaining contrastive_solver 1 1.0 1 moonshotai/Kimi-K3 low 0.95