Add Qwen3-8B thinking traces for 400 NL2Bash V2 tasks

nl2bash_v2/README.md

@@ -126,3 +126,10 @@ See [trajectory statistics](trace_stats/README.md) for distributions, command co
 - [patch.py](patch.py): reproduces the kept task file from the pinned v1 source and saved selection.
 
 The task Parquet preserves pinned references to the existing v1 image bundle; no image rebuild is needed for this selection.
+
+## Additional Qwen3-8B thinking rollouts
+
+- **400 retained V2 tasks → 4 attempts/task → 1,600 full trajectories.**
+- **900 verifier-positive attempts; 300/400 tasks solved (75% observed pass@4).**
+- Subset of tasks previously solved by Coder; counts are separate from the Coder statistics above.
+- [Trace files, settings and caveats](traces/qwen3_8b_thinking_20261021.md).

nl2bash_v2/traces/qwen3_8b_thinking_20261021.manifest.json

@@ -0,0 +1,2917 @@
+{
+  "agent": "terminus-2",
+  "agent_version": "2.0.0",
+  "attempt_success_rate": 0.5625,
+  "attempts_per_task": 4,
+  "collection_notes": [
+    "Two model-server sessions; batch 7 finished all grades before a profiling-control connection reset. The unstarted final 50 tasks were completed once in a continuation. No trial was duplicated.",
+    "48 agent timeouts are retained with raw grades: 46 have reward 0 and 2 have reward 1. The latter may have satisfied the verifier before timeout; positive reward is not proof of normal termination. There are 898 verifier-positive attempts without a recorded exception.",
+    "26 reward-zero attempts have no structured tool call; all 900 positive attempts include reasoning, tool calls and observations.",
+    "Docker differs from historical Apptainer execution; thinking, sampling and response limits differ from Coder. This is not a controlled model comparison.",
+    "Scoped to the existing V2 release; does not change the ongoing V3 release, retained-task selection or existing Coder metrics."
+  ],
+  "context_tokens": 32768,
+  "dataset": "FWeindel/validated-tasks",
+  "dataset_folder": "nl2bash_v2",
+  "dtype": "bfloat16",
+  "environment": "Docker",
+  "evaluation_task_revision": "1ca849c2128cf9ba9090a11514378c3a8277977a",
+  "exception_rewards": {
+    "AgentTimeoutError:reward=0": 46,
+    "AgentTimeoutError:reward=1": 2
+  },
+  "exceptions": {
+    "AgentTimeoutError": 48
+  },
+  "file": {
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+    "columns": {
+      "attempt_id": "string",
+      "content_sha256": "string",
+      "model": "string",
+      "path": "string",
+      "result": "string",
+      "retained_v2": "bool",
+      "reward": "double",
+      "source_shard": "string",
+      "source_split": "string",
+      "task_id": "string",
+      "trajectory": "string",
+      "trajectory_found": "bool",
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+      "verifier_reward": "double"
+    },
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+    "sha256": "361437b77b1c3432757de939cca8c4e56575db39fb129dddc939a0858919a430"
+  },
+  "fixture_initialization": "Copy each published setup_files directory to /setup_files and run bash /setup_files/setup.sh before the agent, matching upstream fixture staging; task/verifier payloads unchanged.",
+  "graded_attempts": 1600,
+  "harbor_version": "0.24.0",
+  "max_response_tokens_per_call": 8192,
+  "model": "Qwen/Qwen3-8B",
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+      "prior_coder_successes": 4,
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+      "task_id": "task_9991"
+    }
+  ],
+  "provenance": {
+    "attempt_id": "Original Harbor trial result UUID.",
+    "result": "Original trial result JSON with portable host metadata; outcomes, timings, verifier grades and agent result preserved.",
+    "source_shard": "Native collection batch_001 through batch_008.",
+    "source_split": "This contribution collection, not the historical Coder split.",
+    "trajectory": "Original agent/trajectory.json text unchanged, including reasoning, tool calls and observations."
+  },
+  "raw_ungraded": 0,
+  "reviewed_public_base_revision": "7146b8548f19c3474827162969b270ddcae76b5f",
+  "reward_policy": "Raw binary verifier rewards; no imputation; all failures and timeouts retained.",
+  "rows": 1600,
+  "sampling": {
+    "min_p": 0,
+    "temperature": 0.6,
+    "top_k": 20,
+    "top_p": 0.95
+  },
+  "sanitization": {
+    "changed_records": 1600,
+    "credential_fields": "Credential-valued metadata keys redacted if present; known service credential and credential-like patterns checked.",
+    "fields": [
+      "trial_uri",
+      "task_id.path",
+      "config.task.path",
+      "config.trials_dir",
+      "config.agent.kwargs.api_base",
+      "local host paths in operational strings/tracebacks"
+    ],
+    "trajectory_bytes_unchanged": true
+  },
+  "selection": {
+    "caveat": "Tasks were selected from the 938 retainedV2 tasks already solved at least once by the historical 30B teacher. This subset is not representative of the full original NL2Bash pool; historical 30B observed pass@4 is 100% by construction.",
+    "eligible_remaining_pool": 922,
+    "historical_success_strata": {
+      "1": 52,
+      "2": 61,
+      "3": 77,
+      "4": 210
+    },
+    "method": "Deterministic SHA256 ordering with proportional historical 30B success strata, excluding the 16 pilot tasks.",
+    "seed": 20261021
+  },
+  "source_batches": {
+    "batch_001": 200,
+    "batch_002": 200,
+    "batch_003": 200,
+    "batch_004": 200,
+    "batch_005": 200,
+    "batch_006": 200,
+    "batch_007": 200,
+    "batch_008": 200
+  },
+  "successful_attempts": 900,
+  "task_count": 400,
+  "tasks_solved": 300,
+  "thinking": true,
+  "trajectory_schema": "ATIF-v1.8",
+  "verifier_positive_with_timeout": 2,
+  "verifier_positive_without_exception": 898,
+  "vllm_version": "0.27.1"
+}

nl2bash_v2/traces/qwen3_8b_thinking_20261021.md

@@ -0,0 +1,52 @@
+# Qwen3-8B thinking: NL2Bash V2 traces
+
+**400 retained V2 tasks → Qwen3-8B thinking × 4 attempts → 1,600 ATIF trajectories**
+
+## Results
+
+- **900/1,600 verifier-positive attempts (56.25%).**
+- **300/400 tasks solved (75% observed pass@4); 100 unsolved.**
+- **898 positive attempts without a recorded exception:** filter `reward == 1` and parsed `result.exception_info == null`.
+- **48 agent timeouts:** 46 reward 0, 2 reward 1; raw grades preserved.
+
+## Files and contents
+
+- [Parquet](qwen3_8b_thinking_20261021.parquet): one row per attempt; same 14 columns and Arrow types as `coder.parquet`.
+- [Manifest](qwen3_8b_thinking_20261021.manifest.json): pinned revisions, full settings, checksums, selection and per-task coverage.
+- `trajectory`: original **ATIF-v1.8 JSON string**, including messages, reasoning, tool calls and observations.
+- `result`: trial JSON with verifier results and exceptions; operational paths, endpoints and credential-valued metadata sanitized.
+- `reward` / `verifier_reward`: original binary verifier grade; no imputation.
+- `attempt_id` / `trial`: native trial UUID / name. `source_split` / `source_shard`: this collection / batch.
+- `trajectory_found` and `retained_v2`: true for every row. Task hashes match the published Coder metadata.
+
+## Reading the results
+
+- **Selection bias:** these 400 tasks come from 938 previously solved by the 30B teacher. Historical 30B observed pass@4 here is 100% by construction; 75% describes this subset, not the original NL2Bash pool or a controlled model comparison.
+- **All attempts retained:** all 1,600 histories pass Harbor's ATIF validator. All 900 positive histories contain reasoning, structured tool calls and observations; 26 failed attempts have no structured tool call.
+- **Timeouts end at the cutoff:** a positive verifier grade does not guarantee normal termination. The 898-attempt filter above excludes recorded exceptions.
+
+## Run settings
+
+- `Qwen/Qwen3-8B`, thinking enabled, BF16; exact revision in the manifest.
+- Harbor 0.24.0 → Terminus-2 2.0.0 → **Docker** with published fixtures/setup; historical runs used Apptainer. Task/verifier payloads unchanged.
+- Context 32,768; per-call output cap 8,192; temperature 0.6; top_p 0.95; top_k 20; min_p 0.
+- One A100-80GB vLLM server; 16 active agents / 20 trial slots; four independent attempts/task; no automatic trial retries.
+
+## Load
+
+```python
+import json
+import pyarrow.parquet as pq
+from huggingface_hub import hf_hub_download
+
+p = hf_hub_download(
+    "FWeindel/validated-tasks",
+    "nl2bash_v2/traces/qwen3_8b_thinking_20261021.parquet",
+    repo_type="dataset", revision="refs/pr/30",  # Omit revision after merge.
+)
+t = pq.read_table(p)
+assert t.num_rows == 1600
+assert sum(t.column("reward").to_pylist()) == 900
+trajectory = json.loads(t.column("trajectory")[0].as_py())
+result = json.loads(t.column("result")[0].as_py())
+```

nl2bash_v2/traces/qwen3_8b_thinking_20261021.parquet

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+size 5148523