diff --git a/calibforge_v2/README.md b/calibforge_v2/README.md new file mode 100644 index 0000000000000000000000000000000000000000..4c247cbd53850180820a39b439e5b586f5f7a0c0 --- /dev/null +++ b/calibforge_v2/README.md @@ -0,0 +1,75 @@ +# CalibForge v2 + +## Dataset stats + +- **Tasks:** 5,431 original; 5,317 retained in v1. **84 retained in v2**, all previously patched; **5,233 temporarily excluded**. The 114 earlier exclusions remain in v1. +- **Images:** reuse **84 cached v1 Apptainer environments**; no new image builds or task repairs in v2. V1 has 5,210 cached environments. + +## Dataset characteristics + +
Domains + +Terminal tasks spanning debugging, software engineering, data processing, data science, security, mathematics and optimization. + +
+
Capabilities + +Exploration, specification adherence and error recovery through inspecting files, modifying programs and checking executable outputs. + +
+ +Intended benchmark transfer: Terminal-Bench 2.0 and OpenThoughts-TBLite 2.0; data-science tasks also overlap DS-1000. + +## Partial-result selection + +Snapshot: **15 October 2026, 21:02 UTC**. Qwen3-30B-A3B-Instruct-2507, with eight planned attempts per task. + +**Of 5,317 tasks, 209 are complete, 97 have started but are incomplete, and 5,011 have no recorded attempt.** Complete means all eight attempts have a recorded score. + +**84 tasks are solved at least once:** 66 with complete results and 18 with partial results. A single successful attempt is sufficient for retention. + +| Temporary exclusion reason | Tasks | +| --- | ---: | +| Complete, no success | 143 | +| Started but incomplete, no success yet | 79 | +| No recorded attempt | 5,011 | +| Total | **5,233** | + +Missing results remain unknown, not failures. These exclusions can be reconsidered as runs finish. + +Build, no-op and rule-based checks carry over from [v1](../Calibforge_environment-reliable/README.md); no reference solutions are provided. V2 preserves v1 payloads. For all 84 retained tasks, the evaluated variant differs only by the added timeout/anti-cheating instruction sentence and trailing instruction whitespace; all other file bytes match. The variant has not been rerun with that sentence. + +## Successful attempts among retained tasks + +Observed counts from up to eight attempts, not complete pass@8 estimates. + +| Instruct successes | Tasks | +| --- | ---: | +| 1 | 33 | +| 2 | 17 | +| 3 | 10 | +| 4 | 8 | +| 5 | 4 | +| 6 | 2 | +| 7 | 4 | +| 8 | 6 | + +## Files and selecting tasks + +`tasks.parquet` contains retained payloads, `instruct_successes`, `instruct_graded_attempts`, `instruct_missing_attempts` and `target_attempts_per_model` (8). `assets/selection.json` records all task statuses, attempt IDs, rewards and the pinned v1 source. Excluded payloads remain in v1; no duplicate archive Parquet is uploaded. `patch.py` reproduces this snapshot. + +```python +import pyarrow.parquet as pq +subset = pq.read_table("tasks.parquet", filters=[("instruct_successes", "=", 1)]) +pq.write_table(subset, "selected.parquet", compression="zstd") +``` + +## Traces + +[Compressed trace Parquet](traces/instruct.parquet) contains **2,013 recorded attempts**, successful and failed, from retained and excluded tasks. All conversations are present. Six attempts have no recorded score; their rewards remain null. These traces reproduce the snapshot's 84 solved tasks. + +Each row includes task ID, evaluated content hash, model, attempt ID, snapshot reward, raw verifier reward, retention flag and full `trajectory` and `result` JSON. No traces are invented for unfinished or unstarted attempts. + +## Runtime + +Apptainer **1.5.4**, Python **3.12.14**, Harbor **0.8.1**; [Marin Harbor bridge](https://github.com/marin-community/harbor/tree/7faf878c14b6d72737579ec936ebf5f74ba3194d) and [runtime patches](https://github.com/MLI-lab/OT-next-data/tree/main/harbor_patches). diff --git a/calibforge_v2/assets/selection.json b/calibforge_v2/assets/selection.json new file mode 100644 index 0000000000000000000000000000000000000000..c3d68586062246383934e092d2048f06b3cbb2e9 --- /dev/null +++ b/calibforge_v2/assets/selection.json @@ -0,0 +1 @@ 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diff --git a/calibforge_v2/patch.py b/calibforge_v2/patch.py new file mode 100644 index 0000000000000000000000000000000000000000..84f4e92b0dd9d74956043c8ab2c35c28ca1cf476 --- /dev/null +++ b/calibforge_v2/patch.py @@ -0,0 +1,21 @@ +"""Reproduce CalibForge v2 from pinned v1 and a frozen partial-results snapshot.""" +import argparse,json,hashlib +from pathlib import Path +import pyarrow as pa,pyarrow.parquet as pq +from huggingface_hub import hf_hub_download +p=argparse.ArgumentParser(description=__doc__);p.add_argument('--out',type=Path,required=True);p.add_argument('--source',type=Path);a=p.parse_args();a.out.mkdir(parents=True,exist_ok=True) +assert not (a.out/'tasks.parquet').exists() +m=json.loads((Path(__file__).parent/'assets/selection.json').read_text());f=a.source or Path(hf_hub_download(m['repo_id'],m['source_folder']+'/tasks.parquet',revision=m['source_revision'],repo_type='dataset',cache_dir=a.out/'.source-cache'));assert hashlib.sha256(f.read_bytes()).hexdigest()==m['source_sha256'] +src=pq.ParquetFile(f);schema=src.schema_arrow.remove_metadata() +for name in ['instruct_successes','instruct_graded_attempts','instruct_missing_attempts','target_attempts_per_model']:schema=schema.append(pa.field(name,pa.int64())) +rows=[] +for batch in src.iter_batches(batch_size=32): + for r in batch.to_pylist(): + s=m['tasks'][r['path']];assert r['content_sha256']==s['content_sha256'] + if not s['kept']:continue + for k in ['instruct_successes','instruct_graded_attempts','instruct_missing_attempts']:r[k]=s[k] + assert r['instruct_successes']>0;r['target_attempts_per_model']=8;rows.append(r) +assert len(rows)==84 +names={r['path'] for r in rows};im=json.loads(src.schema_arrow.metadata[b'ot.images.v1']);im['tasks']={k:v for k,v in im['tasks'].items() if k in names};assert set(im['tasks'])==names +bundles={e['bundle'] for v in im['tasks'].values() for e in v['environments']};im['bundles']={k:v for k,v in im['bundles'].items() if k in bundles};im['missing']=[] +meta={b'ot.images.v1':json.dumps(im).encode(),b'ot.release.v2':json.dumps({k:v for k,v in m.items() if k!='tasks'}).encode()};pq.write_table(pa.Table.from_pylist(rows,schema=schema).replace_schema_metadata(meta),a.out/'tasks.parquet',compression='zstd');print('Retained',len(rows),'images reused',len(bundles)) diff --git a/calibforge_v2/tasks.parquet b/calibforge_v2/tasks.parquet new file mode 100644 index 0000000000000000000000000000000000000000..019504ef9d9be06a81f60cdfdb4371ff88a64d10 --- /dev/null +++ b/calibforge_v2/tasks.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:736549e9f301bd3ecd9c1760624b090f67e7077ca3de635c1a4d3ab305d5f86b +size 1956215 diff --git a/calibforge_v2/traces/instruct.parquet b/calibforge_v2/traces/instruct.parquet new file mode 100644 index 0000000000000000000000000000000000000000..afbece93a37ae4c4efa66b9f22afd1f73b7a56ab --- /dev/null +++ b/calibforge_v2/traces/instruct.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4698090133fe24d248ed6c2b5be2a95490ea77e5e40d76db98627b3064ac44b7 +size 20751029 diff --git a/calibforge_v2/traces/manifest.json b/calibforge_v2/traces/manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6a4162a13abd461de5a71a49795c5aa003d5cd4 --- /dev/null +++ b/calibforge_v2/traces/manifest.json @@ -0,0 +1,9 @@ +{ + "snapshot_utc": "2026-10-15T21:02:40.200662+00:00", + "attempts": 2013, + "missing_traces": 0, + "ungraded_attempts": 6, + "successful_attempts": 237, + "solved_tasks": 84, + "sha256": "4698090133fe24d248ed6c2b5be2a95490ea77e5e40d76db98627b3064ac44b7" +} \ No newline at end of file diff --git a/seta_v2/README.md b/seta_v2/README.md index 933e4bf52e33ac8d9eeb75283b7a0e06801373f8..d3a324c20653be6244fd44d200e2b2336631ced7 100644 --- a/seta_v2/README.md +++ b/seta_v2/README.md @@ -77,7 +77,11 @@ subset = pq.read_table("tasks.parquet", filters=[("instruct_successes", "=", 1)] pq.write_table(subset, "selected.parquet", compression="zstd") ``` -Traces are not included in this snapshot. +## Traces + +[Compressed trace Parquets](traces) contain **91,898 recorded attempts**, including successful attempts, failed attempts and retries, from retained and excluded tasks. They reproduce the snapshot's per-task graded and successful attempt counts. **165 conversations are missing** and marked `trajectory_found=false`; **4,746 attempts have no snapshot score** and retain null rewards. + +Each row includes task ID, content hash, model, attempt ID, snapshot reward, raw verifier reward, retention flag and full `trajectory` and `result` JSON. Additional ungraded retry records are preserved for auditing and do not increase the published graded-attempt counts. ## Runtime diff --git a/seta_v2/traces/000.parquet b/seta_v2/traces/000.parquet new file mode 100644 index 0000000000000000000000000000000000000000..6773358a642735faa89a02ed6c7f7e8e89a0c34f --- /dev/null +++ b/seta_v2/traces/000.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4670c1c72c5aa74aeac0fb8edde66e8d28b4562b98dbb864f3097d179c5ebf54 +size 2144724 diff --git a/seta_v2/traces/001.parquet b/seta_v2/traces/001.parquet new file mode 100644 index 0000000000000000000000000000000000000000..0c514d7a86f0de5a29d05d7a0a66b50eef9ca620 --- /dev/null +++ b/seta_v2/traces/001.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e964a65ddc7e670b455db69dfb6b7d4960950bc9d588bca7f88076a34aef68b +size 1841391 diff --git a/seta_v2/traces/002.parquet b/seta_v2/traces/002.parquet new file mode 100644 index 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