Datasets:
Complete SETA v2 Qwen3 pass@16 results and refresh traces
Browse filesInclude the final 736 Thinking outcomes. Keep 2,246 tasks with at least one success, preserve raw null verifier rewards and the existing terminal-error scoring policy, and synchronize task columns, selection, combined traces, statistics and evaluation plots.
- seta_v2/README.md +102 -43
- seta_v2/metadata/evaluation-setup.json +1408 -0
- seta_v2/metadata/per-task-memory.parquet +3 -0
- seta_v2/metadata/plots/success-distributions.png +3 -0
- seta_v2/metadata/results-20261020.json +201 -0
- seta_v2/metadata/runtime-resources.json +69 -0
- seta_v2/metadata/selection.json +2 -2
- seta_v2/patch.py +1 -1
- seta_v2/tasks.parquet +2 -2
- seta_v2/trace_stats/README.md +6 -6
- seta_v2/trace_stats/data/per_attempt.parquet +2 -2
- seta_v2/trace_stats/data/per_task.parquet +2 -2
- seta_v2/trace_stats/data/provenance.json +57 -21
- seta_v2/trace_stats/data/summary.json +0 -0
- seta_v2/trace_stats/plots/all-models-trace-commands.png +2 -2
- seta_v2/trace_stats/plots/all-models-trace-distributions.png +2 -2
- seta_v2/trace_stats/plots/all-models-trace-outcomes.png +2 -2
- seta_v2/trace_stats/plots/qwen3-30b-thinking-trace-commands.png +2 -2
- seta_v2/trace_stats/plots/qwen3-30b-thinking-trace-distributions.png +2 -2
- seta_v2/trace_stats/plots/qwen3-30b-thinking-trace-outcomes.png +2 -2
- seta_v2/traces/completed-20261020-000.parquet +3 -0
- seta_v2/traces/completed-20261020-001.parquet +3 -0
- seta_v2/traces/completed-20261020-002.parquet +3 -0
- seta_v2/traces/completed-20261020-003.parquet +3 -0
- seta_v2/traces/completed-20261020-004.parquet +3 -0
- seta_v2/traces/completed-20261020-005.parquet +3 -0
- seta_v2/traces/manifest.json +2220 -6
- seta_v2/traces/part-0092.parquet +2 -2
- seta_v2/traces/part-0102.parquet +2 -2
- seta_v2/traces/part-0405.parquet +2 -2
- seta_v2/traces/part-0407.parquet +2 -2
- seta_v2/traces/part-0408.parquet +2 -2
- seta_v2/traces/part-0411.parquet +2 -2
- seta_v2/traces/part-0412.parquet +2 -2
- seta_v2/traces/part-0414.parquet +2 -2
- seta_v2/traces/part-0415.parquet +2 -2
- seta_v2/traces/part-0416.parquet +2 -2
- seta_v2/traces/part-0418.parquet +2 -2
- seta_v2/traces/part-0419.parquet +2 -2
- seta_v2/traces/part-0420.parquet +2 -2
- seta_v2/traces/part-0421.parquet +2 -2
- seta_v2/traces/part-0422.parquet +2 -2
- seta_v2/traces/part-0423.parquet +2 -2
- seta_v2/traces/part-0424.parquet +2 -2
- seta_v2/traces/part-0430.parquet +2 -2
- seta_v2/traces/part-0431.parquet +2 -2
- seta_v2/traces/part-0432.parquet +2 -2
- seta_v2/traces/part-0433.parquet +2 -2
seta_v2/README.md
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# SETA v2
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Results snapshot: **2026-10-18T20:52:26.335240+00:00**.
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## Dataset stats
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- **v1 tasks:** 3,107
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- **Kept:** 2,
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- **Excluded:**
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- **Newly
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| Model | Tasks attempted | Recorded
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| --- | ---: | ---: | ---: | ---: |
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| Qwen3-30B
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| Qwen3-30B Thinking | 3,
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| --- | ---: | ---: |
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| 4/16 | 133 | 93 |
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| 5/16 | 127 | 74 |
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| 6/16 | 95 | 63 |
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| 7/16 | 103 | 72 |
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| 8/16 | 86 | 57 |
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| 9/16 | 82 | 57 |
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| 10/16 | 95 | 66 |
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| 11/16 | 114 | 66 |
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| 12/16 | 91 | 66 |
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| 13/16 | 123 | 67 |
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| 14/16 | 111 | 60 |
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| 15/16 | 155 | 76 |
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| 16/16 | 260 | 83 |
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Zero successes may include incomplete collections; coverage is shown above.
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```
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- **Versions:** Apptainer **1.5.4**, Python **3.12.14**, Harbor **0.8.1**.
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- **Implementation:** [Marin Harbor `7faf878c14b6`](https://github.com/marin-community/harbor/tree/7faf878c14b6d72737579ec936ebf5f74ba3194d) + [our runtime patches](https://github.com/MLI-lab/OT-next-data/tree/main/harbor_patches).
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Not yet checked with the repository-leak checks added on 2026-10-17 (leftover git history and file timestamps that could reveal the solution).
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# SETA v2
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## Dataset stats
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- **v1 tasks:** 3,107
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- **Kept:** 2,246, solved at least once by either model, including historical recovery results.
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- **Excluded:** 861, no recorded success.
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- **Newly kept:** 2 since the previous release (2,244).
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- **Evaluated:** 3,107 tasks with 16 completed outcomes per model; 99,424 evaluation attempts.
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- **Pending evaluation attempts:** 0.
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- **Combined trace records:** 112,008, including historical attempts.
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- **Saved conversations:** 111,700.
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- **v1 base revision:** `6ff346b330ed44d299b98474a96f591ff106bd8e`.
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## Dataset characteristics and changes from v1
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SETA covers terminal workflows for data science, debugging, system administration and data processing. v2 selects tasks with at least one recorded success and keeps their pinned v1 payloads unchanged. 2,233 tasks were solved in the completed 16-attempt collection; another 13 are kept from historical recovery successes.
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## Evaluation setup and coverage
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Both models used Terminus 2. Saved gap-fill contracts specify a 32,768-token context and an 8,192-token maximum output per model call. Instruct sampling uses temperature 0.7 and top-p 0.8; Thinking uses temperature 0.6 and top-p 0.95. Both use top-k 20 and min-p 0. Task-specific agent limits range from 180 to 3,600 seconds and verifier limits from 120 to 1,800 seconds. [Saved setup](metadata/evaluation-setup.json) and [recorded limits](metadata/runtime-resources.json).
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| Model | Tasks attempted | Recorded outcomes | Raw verifier scores | Tasks solved |
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| --- | ---: | ---: | ---: | ---: |
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| Qwen3-30B-A3B-Instruct-2507 | 3,107 | 49,712 | 49,472 | 2,169 |
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| Qwen3-30B-A3B (Thinking) | 3,107 | 49,712 | 49,459 | 1,481 |
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Both collections are complete. Under the existing `terminal-errors-zero-v2` policy, the 240 Instruct and 253 Thinking attempts that ended with errors count as unsuccessful outcomes for pass@k. Their raw verifier rewards remain `null`, and their exceptions are preserved.
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Historical recovery attempts are included in the combined traces but are not added to the 16-attempt evaluation. Qwen3.5-27B retry results are separate and are not included.
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## Pass@k and success distributions
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| Model | pass@1 | pass@8 | pass@16 |
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| --- | ---: | ---: | ---: |
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| Qwen3-30B-A3B-Instruct-2507 | 35.94% | 63.38% | 69.81% |
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| Qwen3-30B-A3B (Thinking) | 19.99% | 41.06% | 47.67% |
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Each metric covers all 3,107 tasks. pass@8 uses the standard estimator from 16 attempts; pass@16 is the fraction solved at least once.
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<details><summary>Successful attempts among the 2,246 kept tasks</summary>
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| Successes out of 16 | Instruct | Thinking |
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| --- | ---: | ---: |
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| 0 | 77 | 765 |
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| 1 | 266 | 301 |
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| 2 | 202 | 169 |
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| 3 | 126 | 104 |
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| 4 | 133 | 95 |
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| 5 | 127 | 77 |
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| 6 | 95 | 64 |
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| 7 | 103 | 73 |
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| 8 | 86 | 57 |
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| 9 | 82 | 57 |
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| 10 | 95 | 66 |
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| 11 | 114 | 66 |
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| 12 | 91 | 66 |
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| 13 | 123 | 67 |
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| 14 | 111 | 60 |
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| 15 | 155 | 76 |
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| 16 | 260 | 83 |
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</details>
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<details><summary>Results by task family (all evaluated tasks)</summary>
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| Task family | Tasks | Instruct pass@1 | Instruct pass@8 | Instruct pass@16 | Thinking pass@1 | Thinking pass@8 | Thinking pass@16 |
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| --- | ---: | ---: | ---: | ---: | ---: | ---: | ---: |
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| ask_ubuntu | 1,132 | 54.30% | 80.46% | 85.42% | 37.38% | 66.19% | 72.88% |
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| kaggle_notebook | 645 | 16.52% | 47.03% | 55.81% | 1.14% | 6.31% | 10.08% |
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| nl2bash | 214 | 10.40% | 30.39% | 37.38% | 2.75% | 10.69% | 15.42% |
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| stack_overflow | 766 | 36.94% | 64.62% | 70.63% | 17.64% | 43.10% | 51.44% |
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| unix_linux_se | 350 | 25.77% | 55.69% | 63.14% | 14.14% | 37.91% | 46.86% |
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</details>
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| Observed reward pattern (all tasks) | Instruct | Thinking |
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| --- | ---: | ---: |
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| Always solved | 260 | 83 |
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| Always unsuccessful | 938 | 1,626 |
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| Varying | 1,909 | 1,398 |
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| Constant partial credit | 0 | 0 |
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These patterns describe the observed samples under the stated error policy.
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## Traces and trajectory statistics
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The combined traces contain **112,008 unique attempts**, including 12,584 historical attempts outside the evaluation. **308** have no saved conversation and **5,789** have no raw verifier reward. All attempt records are preserved, including errors; a saved conversation is not a claim of a successful or quality-filtered training trajectory.
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Every row includes the original result JSON, available trajectory, outcome reward, raw verifier reward and current `retained_v2` flag. `in_pass16_collection` identifies the attempts used in the evaluation and task result columns.
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215 kept tasks have historical attempts on an earlier task version. The task Parquet contains pinned v1 payloads; traces preserve evaluated content hashes.
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[Recomputed trace statistics](trace_stats/README.md) cover all combined attempts, including outcomes, commands, tokens and runtime. [Result metadata](metadata/results-20261020.json) records the completed evaluation and added-report provenance.
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## Runtime and tokens
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| Median per attempt (all combined traces) | Instruct | Thinking |
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| --- | ---: | ---: |
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| Agent turns | 12.0 | 18.0 |
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| Input tokens | 76,716.0 | 150,250.0 |
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| Output tokens | 6,343.0 | 25,012.0 |
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| Peak context tokens | 13,144.0 | 17,184.0 |
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| Agent seconds | 145.5 | 477.3 |
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| Verifier seconds | 4.7 | 4.6 |
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| Trial seconds | 185.0 | 518.3 |
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Medians use recorded measurements only; sample counts and percentiles are in the linked statistics.
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Measured agent-environment peak memory has a median of **1,401.8 MB** across **6,024 Instruct attempts** and **1,356.9 MB** across **6,246 Thinking attempts**. [Resource distributions](metadata/runtime-resources.json) and [per-task peaks](metadata/per-task-memory.parquet) cover attempts with saved measurements only.
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- **Versions:** Apptainer **1.5.4**, Python **3.12.14**, Harbor **0.8.1**.
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- **Implementation:** [Marin Harbor `7faf878c14b6`](https://github.com/marin-community/harbor/tree/7faf878c14b6d72737579ec936ebf5f74ba3194d) + [our runtime patches](https://github.com/MLI-lab/OT-next-data/tree/main/harbor_patches).
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Not yet checked with the repository-leak checks added on 2026-10-17 (leftover git history and file timestamps that could reveal the solution).
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## Reproduce and select tasks
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`patch.py` rebuilds `tasks.parquet` from the pinned v1 revision and `metadata/selection.json`, verifying the source SHA-256.
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```python
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import pyarrow.parquet as pq
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subset = pq.read_table("tasks.parquet", filters=[("instruct_successes", "=", 1)])
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```
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Results snapshot: **2026-10-20T19:16:08.279028+00:00**.
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seta_v2/metadata/evaluation-setup.json
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| 1 |
+
{
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 7 |
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| 8 |
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| 9 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 26 |
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| 27 |
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| 31 |
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| 1250 |
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|
| 1260 |
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| 1261 |
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|
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| 1309 |
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| 1310 |
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| 1311 |
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|
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|
| 1332 |
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| 1333 |
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| 1334 |
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|
| 1335 |
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|
| 1336 |
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|
| 1337 |
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|
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|
| 1340 |
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|
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|
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|
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|
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|
| 1349 |
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|
| 1350 |
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|
| 1351 |
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|
| 1352 |
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|
| 1353 |
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|
| 1354 |
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|
| 1355 |
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|
| 1356 |
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|
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|
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|
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|
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|
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|
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|
| 1363 |
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|
| 1364 |
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|
| 1365 |
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|
| 1366 |
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|
| 1367 |
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|
| 1368 |
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|
| 1369 |
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|
| 1370 |
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|
| 1371 |
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|
| 1372 |
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|
| 1373 |
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|
| 1374 |
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|
| 1375 |
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|
| 1376 |
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|
| 1377 |
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|
| 1378 |
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|
| 1379 |
+
},
|
| 1380 |
+
"vllm_required": "0.30.0"
|
| 1381 |
+
},
|
| 1382 |
+
"scope": "configuration hashes and recorded model revision; weight shards are not rehashed"
|
| 1383 |
+
},
|
| 1384 |
+
"serve_model": "qwen3-30b-thinking",
|
| 1385 |
+
"api_base": null,
|
| 1386 |
+
"validation_container_reuse": "fresh instance per phase",
|
| 1387 |
+
"nop_setup_policy": "one NOP trial per attempt after environment preparation; no pre-setup NOP",
|
| 1388 |
+
"task_setup_budget_policy": "Slurm image preparation precedes task timers; container startup, detected task setup and setup-files upload share environment.build_timeout_sec; direct runs without preparation also include image build",
|
| 1389 |
+
"container_start_concurrency": 8,
|
| 1390 |
+
"image_preparation": {
|
| 1391 |
+
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|
| 1392 |
+
"cpus": 4,
|
| 1393 |
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"concurrency": 2,
|
| 1394 |
+
"timeout_sec": 3600
|
| 1395 |
+
},
|
| 1396 |
+
"container_start_interval": 0,
|
| 1397 |
+
"static_concurrency": 28,
|
| 1398 |
+
"static_concurrency_policy": "cap at allocated CPU budget; no separate verifier reservation",
|
| 1399 |
+
"concurrency": 28,
|
| 1400 |
+
"concurrency_policy": "cap at allocation CPU budget including separate verifiers; record effective value in resources.json",
|
| 1401 |
+
"cpus": 32,
|
| 1402 |
+
"gpus": 1,
|
| 1403 |
+
"serve_cpus": 4,
|
| 1404 |
+
"serve_memory_mb": 32768,
|
| 1405 |
+
"max_num_seqs": 56
|
| 1406 |
+
}
|
| 1407 |
+
}
|
| 1408 |
+
}
|
seta_v2/metadata/per-task-memory.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:805c4b806450121e165865013756004be8e76a4acd1f8c376b0113b811dad72d
|
| 3 |
+
size 24611
|
seta_v2/metadata/plots/success-distributions.png
ADDED
|
Git LFS Details
|
seta_v2/metadata/results-20261020.json
ADDED
|
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
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|
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|
|
|
| 1 |
+
{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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},
|
| 11 |
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"thinking": {
|
| 12 |
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|
| 13 |
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"graded": 49712,
|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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},
|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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},
|
| 27 |
+
"metrics": {
|
| 28 |
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|
| 29 |
+
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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| 42 |
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|
| 43 |
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| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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| 62 |
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| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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"4": 133,
|
| 79 |
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"5": 127,
|
| 80 |
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"6": 95,
|
| 81 |
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|
| 82 |
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"8": 86,
|
| 83 |
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|
| 84 |
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|
| 85 |
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"11": 114,
|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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},
|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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},
|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
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| 106 |
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|
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| 114 |
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|
| 115 |
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|
| 117 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 127 |
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| 128 |
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|
| 129 |
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| 135 |
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|
| 136 |
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| 142 |
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| 143 |
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| 144 |
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| 161 |
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| 162 |
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|
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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],
|
| 173 |
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|
| 174 |
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|
| 175 |
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| 176 |
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| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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{
|
| 181 |
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| 182 |
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"report_sha256": "6dace00145ea36ea6a143eec59e4e2ed62016962f236bb574ed785a4bce3b1bf",
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| 183 |
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| 184 |
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|
| 185 |
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|
| 186 |
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{
|
| 187 |
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| 188 |
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| 189 |
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"archive": "/hnvme/workspace/y500bb12-optiagent/seta-fill-20261017/qwen3-30b-thinking/049/submission/evidence.tar.gz",
|
| 190 |
+
"added_attempts": 192
|
| 191 |
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},
|
| 192 |
+
{
|
| 193 |
+
"report": "/hnvme/workspace/y500bb12-optiagent/seta-fill-20261017/qwen3-30b-thinking/050/submission/report/stage-6-eef0a7301ca4.json",
|
| 194 |
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|
| 195 |
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|
| 196 |
+
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|
| 197 |
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|
| 198 |
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|
| 199 |
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"snapshot_utc": "2026-10-20T19:16:08.279028+00:00",
|
| 200 |
+
"reward_policy": "terminal-errors-zero-v2"
|
| 201 |
+
}
|
seta_v2/metadata/runtime-resources.json
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"scope": "Agent environment peaks across all saved trace attempts, including historical attempts. Missing measurements are omitted; peaks do not estimate the memory needed for an unsuccessful attempt to finish.",
|
| 3 |
+
"models": {
|
| 4 |
+
"qwen3-30b-thinking": {
|
| 5 |
+
"n": 6246,
|
| 6 |
+
"mean": 1234.9157380723664,
|
| 7 |
+
"median": 1356.9,
|
| 8 |
+
"p90": 1945.6,
|
| 9 |
+
"p95": 1946.1,
|
| 10 |
+
"max": 5836.8
|
| 11 |
+
},
|
| 12 |
+
"qwen3-30b-instruct-2507": {
|
| 13 |
+
"n": 6024,
|
| 14 |
+
"mean": 1290.3812250996016,
|
| 15 |
+
"median": 1401.8,
|
| 16 |
+
"p90": 1945.9,
|
| 17 |
+
"p95": 1946.4,
|
| 18 |
+
"max": 5836.8
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
+
"canonical_timeout_seconds": {
|
| 22 |
+
"qwen3-30b-thinking": {
|
| 23 |
+
"agent": {
|
| 24 |
+
"3600.0": 39072,
|
| 25 |
+
"600.0": 5760,
|
| 26 |
+
"900.0": 112,
|
| 27 |
+
"360.0": 4464,
|
| 28 |
+
"300.0": 176,
|
| 29 |
+
"180.0": 48,
|
| 30 |
+
"480.0": 16,
|
| 31 |
+
"1800.0": 64
|
| 32 |
+
},
|
| 33 |
+
"verifier": {
|
| 34 |
+
"900.0": 32480,
|
| 35 |
+
"120.0": 5024,
|
| 36 |
+
"300.0": 1344,
|
| 37 |
+
"180.0": 240,
|
| 38 |
+
"600.0": 5920,
|
| 39 |
+
"360.0": 4608,
|
| 40 |
+
"1800.0": 64,
|
| 41 |
+
"1200.0": 16,
|
| 42 |
+
"480.0": 16
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"qwen3-30b-instruct-2507": {
|
| 46 |
+
"agent": {
|
| 47 |
+
"3600.0": 39072,
|
| 48 |
+
"600.0": 5760,
|
| 49 |
+
"900.0": 112,
|
| 50 |
+
"360.0": 4464,
|
| 51 |
+
"300.0": 176,
|
| 52 |
+
"1800.0": 64,
|
| 53 |
+
"180.0": 48,
|
| 54 |
+
"480.0": 16
|
| 55 |
+
},
|
| 56 |
+
"verifier": {
|
| 57 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
seta_v2/metadata/selection.json
CHANGED
|
@@ -1,3 +1,3 @@
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|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
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size
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| 1 |
version https://git-lfs.github.com/spec/v1
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oid sha256:91544506cc58b40013e005debd99749b75c4f8f5fdf7b753701bf186817bbe3e
|
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size 16448033
|
seta_v2/patch.py
CHANGED
|
@@ -1,4 +1,4 @@
|
|
| 1 |
-
"""Rebuild this
|
| 2 |
Terminal errors score zero. Historical recovery evidence is preserved.
|
| 3 |
"""
|
| 4 |
import argparse,copy,hashlib,json
|
|
|
|
| 1 |
+
"""Rebuild this completed v2 collection from pinned v1 tasks and metadata/selection.json.
|
| 2 |
Terminal errors score zero. Historical recovery evidence is preserved.
|
| 3 |
"""
|
| 4 |
import argparse,copy,hashlib,json
|
seta_v2/tasks.parquet
CHANGED
|
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 251450100
|
seta_v2/trace_stats/README.md
CHANGED
|
@@ -1,14 +1,14 @@
|
|
| 1 |
# Trajectory statistics
|
| 2 |
|
| 3 |
-
|
| 4 |
|
| 5 |
| Metric | qwen3-30b-instruct-2507 | qwen3-30b-thinking |
|
| 6 |
| --- | ---: | ---: |
|
| 7 |
-
| Recorded attempts | 56,010 | 55,
|
| 8 |
| Median agent turns | 12 | 18 |
|
| 9 |
-
| Median input tokens per attempt | 76,716 |
|
| 10 |
-
| Median output tokens per attempt | 6,343 |
|
| 11 |
-
| Median agent runtime (seconds) | 146 |
|
| 12 |
| Median verifier runtime (seconds) | 5 | 5 |
|
| 13 |
|
| 14 |
Medians use recorded measurements only.
|
|
@@ -31,4 +31,4 @@ Per-model plots: [qwen3-30b-instruct-2507](plots/qwen3-30b-instruct-2507-trace-c
|
|
| 31 |
- [Per-task metrics](data/per_task.parquet) and [per-attempt metrics](data/per_attempt.parquet), with nested metrics stored as JSON.
|
| 32 |
- [Provenance](data/provenance.json): source files and deduplication.
|
| 33 |
|
| 34 |
-
Attempts without a saved conversation:
|
|
|
|
| 1 |
# Trajectory statistics
|
| 2 |
|
| 3 |
+
112,008 attempts across 3,107 tasks of SETA v2, kept and excluded, each counted once. Task success counts are in the [dataset overview](../README.md).
|
| 4 |
|
| 5 |
| Metric | qwen3-30b-instruct-2507 | qwen3-30b-thinking |
|
| 6 |
| --- | ---: | ---: |
|
| 7 |
+
| Recorded attempts | 56,010 | 55,998 |
|
| 8 |
| Median agent turns | 12 | 18 |
|
| 9 |
+
| Median input tokens per attempt | 76,716 | 150,250 |
|
| 10 |
+
| Median output tokens per attempt | 6,343 | 25,012 |
|
| 11 |
+
| Median agent runtime (seconds) | 146 | 477 |
|
| 12 |
| Median verifier runtime (seconds) | 5 | 5 |
|
| 13 |
|
| 14 |
Medians use recorded measurements only.
|
|
|
|
| 31 |
- [Per-task metrics](data/per_task.parquet) and [per-attempt metrics](data/per_attempt.parquet), with nested metrics stored as JSON.
|
| 32 |
- [Provenance](data/provenance.json): source files and deduplication.
|
| 33 |
|
| 34 |
+
Attempts without a saved conversation: 308; without a verifier reward: 5,789. Their missing measurements stay empty.
|
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CHANGED
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seta_v2/trace_stats/data/per_task.parquet
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seta_v2/trace_stats/data/provenance.json
CHANGED
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| 5 |
"attempt_id"
|
| 6 |
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|
| 7 |
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|
| 1 |
{
|
| 2 |
+
"snapshot_utc": "2026-10-20T19:16:08.279028+00:00",
|
| 3 |
"counts": {
|
| 4 |
+
"attempts": 112008,
|
| 5 |
+
"missing_trajectories": 308,
|
| 6 |
+
"raw_missing": 5789,
|
| 7 |
+
"successful_attempts": 29374
|
| 8 |
},
|
| 9 |
"reward_policy": "terminal-errors-zero-v2",
|
| 10 |
"selection": "Combined unique attempts from the published history, archived recovery runs and completed gap-fill jobs. in_pass16_collection identifies the attempts used for pass16 task columns; historical attempts are not counted again in pass16.",
|
| 11 |
+
"restored_historical_attempts": 7838,
|
| 12 |
+
"files": [
|
| 13 |
+
{
|
| 14 |
+
"file": "traces/part-0000.parquet",
|
| 15 |
+
"rows": 256,
|
| 16 |
+
"sha256": "b731e7c27faf62b3ea15ae67f498880d445d17142ed9f0c6e62c3ef7bedbbe6f"
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"file": "traces/part-0001.parquet",
|
| 20 |
+
"rows": 256,
|
| 21 |
+
"sha256": "dfeda24369b24cb681556643a64385c2afb3e4af22eabe5ce56fefe36e9de251"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"file": "traces/part-0002.parquet",
|
| 25 |
+
"rows": 256,
|
| 26 |
+
"sha256": "6ac5773aaa53d6e9fdbdbea6a4c65d6b872c063b62f4b3050398ce930553277c"
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"file": "traces/part-0003.parquet",
|
| 30 |
+
"rows": 256,
|
| 31 |
+
"sha256": "cd59a12eb8f3e28c6fa9bc27d19c717faa91172ccc9f5eec08bc95f2226d6e9e"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"file": "traces/part-0004.parquet",
|
| 35 |
+
"rows": 256,
|
| 36 |
+
"sha256": "6cec24f2495d1ba91b73ba8d978e3a053a973c33fd5a1051e9250d4b248119d6"
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"file": "traces/part-0005.parquet",
|
| 40 |
+
"rows": 256,
|
| 41 |
+
"sha256": "bf43d1f1dbe276f96a70db25bac36d0b593386fd7623155e0b636887fece1ead"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"file": "traces/part-0006.parquet",
|
| 45 |
+
"rows": 256,
|
| 46 |
+
"sha256": "bbb31929ad444fe4d74acc646c3de172ca8f424c94fcd9f7e8326b2079222ed4"
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"file": "traces/part-0007.parquet",
|
| 50 |
+
"rows": 256,
|
| 51 |
+
"sha256": "479e31ca35c2f7e1e1c1d666fcd245bf986eee05aac45323a9fc885e5408bbda"
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"file": "traces/part-0008.parquet",
|
| 55 |
+
"rows": 256,
|
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