Refresh Scale SWE v2 results, combined traces and terminal-error scoring

scaleswe_v2/README.md

@@ -1,69 +1,61 @@
 # Scale-SWE v2
 
-Partial results snapshot: **2026-10-18T16:34:46.338304+00:00**. These runs do not yet have complete dataset-wide pass@8 coverage.
+Results snapshot: **2026-10-18T20:30:56.248661+00:00**.
 
 ## Dataset stats
 
 - **v1 tasks:** 16,786
-- **Kept:** 2,266 (at least one recorded success, including retained historical recovery evidence)
-- **Excluded for now:** 14,520
-- **Newly retained in this refresh:** 1,026
+- **Kept:** 2,440 (solved at least once by either model, including retained historical recovery evidence)
+- **Excluded for now:** 14,346
+- **Newly retained in this refresh:** 174
 
 ## Pass@8 collection status
 
-| Model | Tasks with grades | Graded attempts | Tasks with all 8 grades | Tasks solved in this collection |
+| Model | Tasks attempted | Recorded attempts | Tasks with all 8 outcomes | Tasks solved |
 | --- | ---: | ---: | ---: | ---: |
-| Qwen3-30B Instruct | 14,399 | 114,407 | 13,695 | 2,131 |
-| Qwen3-30B Thinking | 3,564 | 28,229 | 3,306 | 375 |
+| Qwen3-30B Instruct | 15,336 | 122,688 | 15,336 | 2,300 |
+| Qwen3-30B Thinking | 3,564 | 28,512 | 3,564 | 375 |
 
-Missing verifier scores are unknown, not failures. The table reports observed coverage and successes, not a dataset-wide pass@k estimate. Race copies are not added together.
+Recorded terminal errors receive reward **0**, following the collection policy `terminal-errors-zero-v2`. Raw verifier rewards and error details remain in the trace evidence. Unfinished or unrun attempts remain missing. Racing copies are counted once.
 
-The Thinking collection remains partial and was previously stopped. Instruct is still running across Helma and ZIH.
+Instruct collection is still running; 1,450 tasks do not yet have all eight outcomes. Thinking remains a stopped, partial collection. These are observed results, not a dataset-wide pass@k estimate.
 
 ### Successful attempts among retained tasks
 
 | Successful attempts | Instruct | Thinking |
 | --- | ---: | ---: |
-| 0/8 | 135 | 1,891 |
-| 1/8 | 1,056 | 202 |
-| 2/8 | 431 | 78 |
-| 3/8 | 266 | 40 |
-| 4/8 | 161 | 27 |
-| 5/8 | 95 | 13 |
-| 6/8 | 65 | 8 |
-| 7/8 | 38 | 2 |
-| 8/8 | 19 | 5 |
+| 0/8 | 140 | 2,065 |
+| 1/8 | 1,135 | 202 |
+| 2/8 | 471 | 78 |
+| 3/8 | 285 | 40 |
+| 4/8 | 171 | 27 |
+| 5/8 | 104 | 13 |
+| 6/8 | 70 | 8 |
+| 7/8 | 41 | 2 |
+| 8/8 | 23 | 5 |
+
+Counts of zero successful attempts can include tasks without completed attempts for that model. Coverage is shown above.
 
 ## Reproduce and select tasks
 
-`patch.py` rebuilds `tasks.parquet` from v1 at revision `2aaa0204c66770f87f803485b337a6e363edf647` and the accompanying `metadata/selection.json`. The pinned source SHA-256 is verified. Task payloads are current v1 payloads; evidence retains the version hashes on which each attempt was evaluated.
+`patch.py` rebuilds `tasks.parquet` from v1 at revision `2aaa0204c66770f87f803485b337a6e363edf647` and `metadata/selection.json`, verifying the source SHA-256. Task payloads are preserved; trace hashes identify the version evaluated.
 
 ```python
 import pyarrow.parquet as pq
 subset = pq.read_table("tasks.parquet", filters=[("instruct_successes", "=", 1)])
 ```
 
+The `*_graded_attempts` columns count scored outcomes under the collection policy; `*_verifier_graded_attempts` count actual verifier grades. `*_missing_attempts` counts missing scored outcomes out of eight.
+
 ## Evidence and trajectories
 
-This commit refreshes selection, task result columns, and graded-attempt evidence. Existing traces/ and trace_stats/ remain the prior published snapshot; use this selection for current retention and results. Newly recorded attempt evidence is in metadata/partial-attempts-20261018.jsonl.gz.
+The combined `traces/` files contain **151,200 unique attempts**, including kept and excluded tasks. Each row stores the outcome reward, raw `verifier_reward`, `reward_origin`, original result and available trajectory. `retained_v2` matches this selection.
 
-The incremental evidence file contains unique attempt IDs, raw verifier rewards (null when absent), evaluated task hashes and source report paths. Older trace rows may have earlier `retained_v2` flags; join against the current selection for this snapshot. Existing trajectory plots describe their previous snapshot.
+[Trace statistics](trace_stats/README.md) include updated per-model outcomes, token usage, tool usage, runtime and plots. All trace files and statistics describe this snapshot.
 
 ## Runtime
 
 - **Versions:** Apptainer **1.5.4**, Python **3.12.14**, Harbor **0.8.1**.
 - **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).
 
-| Model | Mean time per attempt | Median time per attempt | Attempts measured |
-| --- | ---: | ---: | ---: |
-| Instruct | 268.42 s | 95.90 s | 61,248 |
-| Thinking | 452.24 s | 168.32 s | 28,512 |
-
-Compute used so far (all jobs, including failed and cancelled ones):
-
-| Run | CPU hours | GPU hours | Wall-clock |
-| --- | ---: | ---: | ---: |
-| Instruct (continuing) | 50,901 | 4,242 | 141 h |
-| Thinking (stopped) | 61,618 | 5,117 | 140 h |
-
 Not yet checked with the repository-leak checks added on 2026-10-17 (leftover git history and file timestamps that could reveal the solution).

scaleswe_v2/metadata/earlier-version-count.json

@@ -1 +1 @@
-{"kept_evaluated_on_earlier_version": 0}
+{"kept_evaluated_on_earlier_version": 0}

scaleswe_v2/metadata/partial-refresh-20261018.json

@@ -1,23 +1,33 @@
 {
-  "baseline_revision": "2aaa0204c66770f87f803485b337a6e363edf647",
-  "snapshot_utc": "2026-10-18T16:34:46.338304+00:00",
+  "baseline_revision": "3abfc63260ef8ab59ac61274450310f650585bc9",
+  "snapshot_utc": "2026-10-18T20:30:56.248661+00:00",
   "summary": {
     "instruct": {
-      "graded": 114407,
-      "complete": 13695,
-      "solved": 2131,
-      "evaluated": 14399
+      "attempts": 122688,
+      "missing_conversations": 0,
+      "raw_missing": 716,
+      "terminal_error_zero": 716,
+      "complete": 15336,
+      "solved": 2300,
+      "evaluated": 15336,
+      "graded": 122688,
+      "raw_graded": 121972
     },
     "thinking": {
-      "graded": 28229,
-      "complete": 3306,
+      "attempts": 28512,
+      "missing_conversations": 0,
+      "raw_missing": 283,
+      "terminal_error_zero": 283,
+      "complete": 3564,
       "solved": 375,
-      "evaluated": 3564
+      "evaluated": 3564,
+      "graded": 28512,
+      "raw_graded": 28229
     },
     "tasks": 16786,
-    "kept": 2266,
-    "previous_kept": 1240
+    "kept": 2440,
+    "previous_kept": 2266
   },
-  "policy": "Missing verifier scores remain unknown. Existing kept tasks retained; race copies are not summed.",
-  "trace_policy": "This commit refreshes selection, task result columns, and graded-attempt evidence. Existing traces/ and trace_stats/ remain the prior published snapshot; use this selection for current retention and results. Newly recorded attempt evidence is in metadata/partial-attempts-20261018.jsonl.gz."
-}
+  "policy": "Recorded terminal errors receive reward 0 under terminal-errors-zero-v2. Raw verifier rewards and error evidence are preserved. Unfinished attempts stay missing. Race copies are not summed. Previously retained tasks remain retained.",
+  "trace_policy": "Combined traces and trace statistics cover exactly the selected attempt IDs."
+}

scaleswe_v2/metadata/selection.json

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scaleswe_v2/patch.py

@@ -1,5 +1,5 @@
 """Rebuild this partial v2 release from pinned v1 tasks and metadata/selection.json.
-Missing grades remain unknown. Historical recovery evidence is retained separately.
+Terminal errors score zero; raw verifier rewards are retained separately.
 """
 import argparse,copy,hashlib,json
 from pathlib import Path

scaleswe_v2/tasks.parquet

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scaleswe_v2/trace_stats/README.md

@@ -1,15 +1,15 @@
 # Trajectory statistics
 
-89,760 attempts across 7,656 tasks of scaleswe_v2, kept and excluded, each counted once. Task success counts are in the [dataset overview](../README.md).
+151,200 attempts across 15,336 tasks of Scale SWE v2, kept and excluded, each counted once. Task success counts are in the [dataset overview](../README.md).
 
 | Metric | qwen3-30b-instruct-2507 | qwen3-30b-thinking |
 | --- | ---: | ---: |
-| Recorded attempts | 61,248 | 28,512 |
+| Recorded attempts | 122,688 | 28,512 |
 | Median agent turns | 15 | 17 |
-| Median input tokens per attempt | 91,966 | 128,586 |
-| Median output tokens per attempt | 5,101 | 14,999 |
-| Median agent runtime (seconds) | 68 | 139 |
-| Median verifier runtime (seconds) | 7 | 8 |
+| Median input tokens per attempt | 93,855 | 128,586 |
+| Median output tokens per attempt | 5,177 | 14,999 |
+| Median agent runtime (seconds) | 69 | 139 |
+| Median verifier runtime (seconds) | 8 | 8 |
 
 Medians use recorded measurements only.
 
@@ -31,4 +31,4 @@ Per-model plots: [qwen3-30b-instruct-2507](plots/qwen3-30b-instruct-2507-trace-c
 - [Per-task metrics](data/per_task.parquet) and [per-attempt metrics](data/per_attempt.parquet), with nested metrics stored as JSON.
 - [Provenance](data/provenance.json): source files and deduplication.
 
-Attempts without a saved conversation: 0; without a verifier reward: 699. Their missing measurements stay empty.
+Attempts without a saved conversation: 0; without a verifier reward: 999. Their missing measurements stay empty.

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scaleswe_v2/traces/manifest.json

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 {
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+  "snapshot_utc": "2026-10-18T20:30:56.248661+00:00",
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+      "graded": 28512,
+      "raw_graded": 28229
+    }
+  },
+  "reward_policy": "terminal-errors-zero-v2",
   "counts": {
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+    "attempts": 151200,
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-    "successful_attempts": 3103,
-    "ungraded_attempts": 699
+    "successful_attempts": 5780,
+    "ungraded_attempts": 0,
+    "null_verifier_rewards": 999
   },
-  "selection": "Exactly the attempt IDs and rewards in metadata/selection.json; content_sha256 is the task version each attempt ran on."
-}
+  "selection": "Exactly the attempt IDs in metadata/selection.json. Race copies are not added together; raw verifier rewards and original evidence are preserved."
+}

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