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Add NL2Bash v3: 104 newly solved tasks, 1042 kept (#27)

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- Add NL2Bash v3: 104 newly solved tasks, 1042 kept (86335bbf15b97b4fc99c5d08340fcd01242e689e)

nl2bash_v3/README.md ADDED
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+ # NL2Bash v3
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+
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+ ## Dataset stats
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+
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+ - **Original tasks:** 1,497
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+ - **Kept:** 1,042
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+ - **Carried forward from v2:** 938
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+ - **Newly solved:** 104 of 487 previously unsolved tasks (21.36%)
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+ - **Changed task payloads:** 0
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+ - **Archived:** 455 (383 still unsolved and 72 earlier exclusions)
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+ - **Pending attempts:** 0
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+ - **New evaluation:** 487 tasks, 974 attempts, 974 saved conversations
13
+ - **Historical conversations preserved:** 5,700
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+ - **Images:** 1 before, 1 now
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+
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+ All 938 [v2 tasks](../nl2bash_v2/README.md) are carried forward. V3 adds tasks solved at least once by Qwen3.8-27B in two attempts. The v1 source revision is `3abfc63260ef8ab59ac61274450310f650585bc9`.
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+
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+ ## Dataset characteristics
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+
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+ NL2Bash tasks translate natural-language requests into shell commands for file operations and system administration. Agents work with seeded files in `/workspace` and capture command output in `/output/command_capture.txt`. Intended transfer includes Terminal-Bench 2.0, OpenThoughts-TBLite 2.0 and Harbor-Index.
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+
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+ Task payloads and pinned image references are unchanged. The earlier Git-history and timestamp leak-check limitation remains unresolved. Observed success is a solvability filter, not proof of verifier correctness: inspected zero-score examples included output-format mismatches and faulty expected output. These new results do not certify completion of all datasource checks. The run recorded host networking after isolated network namespace creation failed.
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+
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+ ## New evaluation
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+
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+ Qwen/Qwen3.8-27B with Terminus 2 evaluated exactly the 487 v2 tasks with no successful Coder attempt. The four-task pilot and 483-task full run were disjoint. All 22 stage-6 reports and 22 stage-7 reports are complete. Each task received two terminal attempts. Jobs requested one H200, 32 CPUs including four serving CPUs, and four concurrent trials.
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+
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+ Agent and verifier timeouts are 600 seconds each in all 974 saved trial configurations; task limits were unchanged. [Contracts](metadata/full-contract.json), [settings](metadata/evaluation-settings.json), and the [saved trial configuration](metadata/sample-trial-config.json) preserve the evidence.
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+
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+ ## Evaluation settings
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+
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+ Context is the total prompt plus response window for one model call. The response budget includes reasoning tokens and is not a whole-attempt token budget.
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+
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+ | Model | Context tokens (configured) | Intended response tokens per call | Output-limit evidence | Thinking | Sampling |
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+ | --- | ---: | ---: | --- | --- | --- |
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+ | Qwen/Qwen3.8-27B | 32768 | 8192 | present in saved request kwargs; HTTP payload not audited | off | {"presence_penalty": 1.5, "repetition_penalty": 1.0, "temperature": 0.7, "top_k": 20, "top_p": 0.8} |
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+
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+ Configured limits are distinct from measured token usage.
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+
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+ The 8,192-token response cap is present in saved `llm_call_kwargs.max_tokens`; HTTP requests were not independently audited. Historical v2 settings and measurements remain in the v2 README.
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+
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+ ## New success distribution
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+
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+ These rates cover the 487 previously unsolved tasks, not the cumulative 1,042 kept tasks.
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+
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+ | Metric | Rate |
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+ | --- | ---: |
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+ | pass@1 | 16.12% |
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+ | pass@2 | 21.36% |
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+
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+ | Successful attempts out of two | Tasks |
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+ | ---: | ---: |
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+ | 0 | 383 |
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+ | 1 | 51 |
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+ | 2 | 53 |
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+
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+ ![New pass rates](plots/pass-rates.png)
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+
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+ ![New success distribution](plots/solved-counts.png)
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+
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+ ## Trajectories and runtime
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+
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+ All 974 new conversations are saved, with 157 successful attempts and 973 numeric verifier rewards. One terminal attempt ended with a TmuxBatchProtocolError and has a null raw verifier reward and counts as zero under the recorded reward policy. No missing attempts were fabricated and no conversations were removed. Stage-7 completion is not a claim that every saved conversation is suitable for training.
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+
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+ The release preserves all 5,700 historical conversations. `evaluation_version` identifies historical and new traces; `retained_v3` indicates whether the task is kept. Earlier tasks have zero new attempts and null new success counts.
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+
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+ | New-run measurement | Median |
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+ | --- | ---: |
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+ | Agent turns | 5 |
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+ | Input tokens per attempt | 9,957 |
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+ | Output tokens per attempt | 1,175 |
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+ | Agent runtime, seconds | 28 |
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+ | Verifier runtime, seconds | 6 |
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+
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+ Medians use recorded measurements. Token totals sum calls within each attempt.
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+
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+ [Trajectory statistics](trace_stats/README.md) contain new-evaluation-only token, turn, runtime and outcome measurements, plots and per-attempt data. Historical statistics are linked through v2.
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+
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+ ## Files
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+
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+ - [tasks.parquet](tasks.parquet): 1,042 kept tasks, preserving v2 columns and adding Qwen3.8 attempt and success counts.
82
+ - [archive.parquet](archive.parquet): 455 excluded tasks, preserving task payloads and prior metadata.
83
+ - [Selection](metadata/selection.json): cumulative membership and per-task evidence.
84
+ - [Provenance](metadata/provenance.json): source revisions and report/archive hashes.
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+ - [Trace manifest](traces/manifest.json): all historical and new conversations with file hashes.
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+ }
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+ }
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+ },
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+ "verifier": {
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+ "override_timeout_sec": null,
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+ "max_timeout_sec": null,
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+ "env": {},
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+ "disable": false
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+ },
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+ "artifacts": [],
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+ "extra_instruction_paths": [],
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+ "job_id": "97db835c-bb15-4d5e-9730-2fda0cb733eb"
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+ }
nl2bash_v3/metadata/selection.json ADDED
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+ {
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+ "configurations": [
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+ {
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+ "settings": {
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+ "extra_body": {
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+ "chat_template_kwargs": {
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+ "enable_thinking": false
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+ },
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+ "presence_penalty": 1.5,
10
+ "repetition_penalty": 1.0,
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+ "top_k": 20,
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+ "top_p": 0.8
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+ },
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+ "llm_call_kwargs": {
15
+ "max_tokens": 8192
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+ },
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+ "max_tokens": 8192,
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+ "temperature": 0.7
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+ },
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+ "attempts": 974
21
+ }
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+ ],
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+ "timeouts": [
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+ {
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+ "settings": {
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+ "agent": 600.0,
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+ "agent_setup": 360.0,
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+ "environment_build": 600.0,
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+ "steps": [],
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+ "trial_attempt": null,
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+ "trial_cleanup_grace": 30.0,
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+ "verifier": 600.0
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+ },
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+ "attempts": 974
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+ }
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+ ],
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+ "ungraded": [
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+ {
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+ "trial": "/tmp/1091645.helma/validation-0010/results/stage_6_agent_trials/37ff1c36653c/jobs/job/task_3463__ezGiQaw/attempts/000",
40
+ "id": "7205051e-d13e-414b-a21e-7a0b6cdf5cdd",
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+ "terminal": true,
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+ "verifier_reward": null,
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+ "reward_origin": "terminal_error",
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+ "reward": 0,
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+ "solved": false,
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+ "exceptions": [
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+ {
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+ "exception_type": "TmuxBatchProtocolError",
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+ "exception_message": "task_3463__ezGiQaw__attempt_0: batched tmux call returned no recognized status marker: return_code=-1, stderr='Command timed out after 184s', stdout=''",
50
+ "exception_traceback": "Traceback (most recent call last):\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/trial/trial.py\", line 251, in run\n await self._run()\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/trial/single_step.py\", line 36, in _run\n await self._run_agent()\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/trial/single_step.py\", line 67, in _run_agent\n await self._run_agent_phase(\n File \"/tmp/1091645.helma/validation-runtime/code/validation/stages/reference_leaks.py\", line 54, in agent\n return await original(self, *args, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/code/validation/stages/path_diagnostics.py\", line 36, in agent\n return await original_agent(self, *args, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/code/harbor_patches/command_cancellation.py\", line 94, in phase\n return await original_phase(self, *args, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/trial/trial.py\", line 473, in _run_agent_phase\n await self._await_phase(\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/trial/trial.py\", line 510, in _await_phase\n return await task\n ^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/code/harbor_patches/oom_recovery.py\", line 92, in run_with_oom_metrics\n return await run(self, instruction, environment, context)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/agents/terminus_2/terminus_2.py\", line 2378, in run\n await self._run_agent_loop(\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/agents/terminus_2/terminus_2.py\", line 2108, in _run_agent_loop\n terminal_output = await self._execute_interaction(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/agents/terminus_2/terminus_2.py\", line 1896, in _execute_interaction\n _, terminal_output = await self._execute_commands(interaction.commands, session)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/agents/terminus_2/terminus_2.py\", line 1863, in _execute_commands\n terminal_output, session_alive = await session.send_keys_and_capture(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/code/harbor_patches/oom_recovery.py\", line 66, in call\n result = await original(self, *args, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/code/harbor_patches/tmux_diagnostics.py\", line 29, in send_keys_and_capture\n return await original(self, keystroke_batches)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/tmp/1091645.helma/validation-runtime/env/lib/python3.12/site-packages/harbor/agents/terminus_2/tmux_session.py\", line 648, in send_keys_and_capture\n raise TmuxBatchProtocolError(\nharbor.agents.terminus_2.tmux_session.TmuxBatchProtocolError: task_3463__ezGiQaw__attempt_0: batched tmux call returned no recognized status marker: return_code=-1, stderr='Command timed out after 184s', stdout=''\n",
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+ "occurred_at": "2026-10-21T14:20:06.583363"
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+ }
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+ ]
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+ }
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+ ]
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+ }
nl2bash_v3/metadata/stage-6-combined.json ADDED
The diff for this file is too large to render. See raw diff
 
nl2bash_v3/metadata/v2-selection.json ADDED
The diff for this file is too large to render. See raw diff
 
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1
+ # Trajectory statistics
2
+
3
+ 974 attempts across 487 tasks of NL2Bash v3, Qwen3.8-27B evaluation, kept and excluded, each counted once. Task success counts are in the [dataset overview](../README.md).
4
+
5
+ | Metric | qwen3.8-27b |
6
+ | --- | ---: |
7
+ | Recorded attempts | 974 |
8
+ | Median agent turns | 5 |
9
+ | Median input tokens per attempt | 9,957 |
10
+ | Median output tokens per attempt | 1,175 |
11
+ | Median agent runtime (seconds) | 28 |
12
+ | Median verifier runtime (seconds) | 6 |
13
+
14
+ Medians use recorded measurements only.
15
+
16
+ ## Plots
17
+
18
+ ![Trace measurements](plots/all-models-trace-distributions.png)
19
+
20
+ ![Trace outcomes](plots/all-models-trace-outcomes.png)
21
+
22
+ ![Most frequent commands](plots/all-models-trace-commands.png)
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+
24
+ Commands are counted as submitted, not as successful executions.
25
+
26
+ Per-model plots: [qwen3.8-27b](plots/qwen3.8-27b-trace-commands.png), [qwen3.8-27b](plots/qwen3.8-27b-trace-distributions.png), [qwen3.8-27b](plots/qwen3.8-27b-trace-outcomes.png).
27
+
28
+ ## Data
29
+
30
+ - [Summary](data/summary.json): overall and per-model statistics.
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: 0; without a verifier reward: 1. Their missing measurements stay empty.
35
+
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+
37
+ Evaluation budgets: see the [dataset evaluation setup](../README.md). Per-call context and output-limit enforcement are not established by token-usage statistics.
38
+
39
+
40
+ ## Evaluation settings
41
+
42
+ Context is the total prompt plus response window for one model call. The response budget includes reasoning tokens and is not a whole-attempt token budget.
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+
44
+ | Model | Context tokens (configured) | Intended response tokens per call | Output-limit evidence | Thinking | Sampling |
45
+ | --- | ---: | ---: | --- | --- | --- |
46
+ | Qwen/Qwen3.8-27B | 32768 | 8192 | present in saved request kwargs; HTTP payload not audited | off | {"presence_penalty": 1.5, "repetition_penalty": 1.0, "temperature": 0.7, "top_k": 20, "top_p": 0.8} |
47
+
48
+ Configured limits are distinct from measured token usage.
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+
50
+ Only the 974 new v3 attempts are summarized here. See [v2](../../nl2bash_v2/README.md) for historical statistics. Agent and verifier limits are 600 seconds in all 974 saved trial configurations. [Settings evidence](../metadata/evaluation-settings.json).
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