Datasets:
agent stringclasses 1
value | benchmark stringclasses 1
value | context dict | context_length_error bool 1
class | exception dict | finished_at stringlengths 27 27 | harness_fallback_turn_count int64 0 17 | max_completion_tokens_per_turn int64 0 18.5k | max_prompt_tokens_per_turn int64 0 32.3k | message_schema_version stringclasses 1
value | messages listlengths 1 113 | messages_without_thinking listlengths 1 113 | model stringclasses 1
value | model_source stringclasses 1
value | n_agent_turns int64 0 56 | n_cache_tokens int64 0 0 | n_input_tokens int64 0 551k | n_output_tokens int64 0 46.9k | n_test_cases_passed int64 0 9 | n_test_cases_total int64 0 11 | official_error_zero bool 2
classes | output_length_cap_events int64 0 0 | raw_reward float64 0 1 ⌀ | reward float64 0 1 | sampling dict | source_run stringclasses 1
value | started_at stringlengths 27 27 | steps listlengths 1 58 | steps_without_thinking listlengths 1 58 | summarization_count int64 0 35 | task stringclasses 89
values | test_cases listlengths 0 11 | thinking_markup_complete bool 2
classes | thinking_markup_policy stringclasses 1
value | thinking_open_tag_inferred bool 2
classes | thinking_turn_count int64 0 56 | trajectory_available bool 1
class | trajectory_integrity dict | trial_id stringlengths 16 41 | untagged_assistant_turn_count int64 0 9 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | null | 2026-08-01T00:30:29.763473Z | 17 | 14,741 | 32,265 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 42 | 0 | 181,576 | 28,571 | 3 | 9 | false | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T22:50:08.921236Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 35 | bn-fit-modify | [{"name":"test_outputs.py::test_bn_sample_exists","status":"failed"},{"name":"test_outputs.py::test_(...TRUNCATED) | false | preserve-zero-tag-generations-without-inference | true | 40 | true | {"base_present":true,"contiguous":false,"continuation_indices":[35],"missing_continuation_indices":[(...TRUNCATED) | bn-fit-modify__u46Tyyg | 2 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | {
"message": "Agent execution timed out after 3600.0 seconds",
"type": "AgentTimeoutError"
} | 2026-08-01T00:29:10.985381Z | 0 | 17,216 | 30,902 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 18 | 0 | 106,045 | 24,736 | 0 | 3 | true | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T23:28:15.221086Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 2 | make-mips-interpreter | [{"name":"test_outputs.py::test_vm_execution","status":"failed"},{"name":"test_outputs.py::test_fram(...TRUNCATED) | true | preserve-zero-tag-generations-without-inference | true | 18 | true | {"base_present":true,"contiguous":false,"continuation_indices":[2],"missing_continuation_indices":[1(...TRUNCATED) | make-mips-interpreter__aqWzKxT | 0 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | null | 2026-07-31T23:11:39.324784Z | 0 | 5,142 | 23,102 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 32 | 0 | 482,419 | 36,780 | 7 | 9 | false | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T22:50:09.305604Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 2 | adaptive-rejection-sampler | [{"name":"test_outputs.py::test_ars_function_exists","status":"passed"},{"name":"test_outputs.py::te(...TRUNCATED) | true | preserve-zero-tag-generations-without-inference | true | 32 | true | {"base_present":true,"contiguous":true,"continuation_indices":[1,2],"missing_continuation_indices":[(...TRUNCATED) | adaptive-rejection-sampler__CUTioAt | 0 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | {
"message": "Agent execution timed out after 1800.0 seconds",
"type": "AgentTimeoutError"
} | 2026-07-31T23:21:56.635712Z | 0 | 5,856 | 24,692 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 50 | 0 | 423,902 | 31,700 | 3 | 9 | true | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T22:50:08.769004Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 2 | adaptive-rejection-sampler | [{"name":"test_outputs.py::test_ars_function_exists","status":"passed"},{"name":"test_outputs.py::te(...TRUNCATED) | true | preserve-zero-tag-generations-without-inference | true | 50 | true | {"base_present":true,"contiguous":true,"continuation_indices":[1,2],"missing_continuation_indices":[(...TRUNCATED) | adaptive-rejection-sampler__EjEXsbK | 0 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | {
"message": "Agent execution timed out after 1800.0 seconds",
"type": "AgentTimeoutError"
} | 2026-08-01T00:17:07.095748Z | 0 | 6,448 | 24,452 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 24 | 0 | 315,015 | 27,659 | 8 | 9 | true | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T23:46:26.955446Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 1 | adaptive-rejection-sampler | [{"name":"test_outputs.py::test_ars_function_exists","status":"passed"},{"name":"test_outputs.py::te(...TRUNCATED) | true | preserve-zero-tag-generations-without-inference | true | 24 | true | {
"base_present": true,
"contiguous": true,
"continuation_indices": [
1
],
"missing_continuation_indices": []
} | adaptive-rejection-sampler__GQiZqBB | 0 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | null | 2026-07-31T23:25:06.056867Z | 0 | 5,429 | 24,013 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 32 | 0 | 433,920 | 39,484 | 9 | 9 | false | 0 | 1 | 1 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T23:04:35.352623Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 2 | adaptive-rejection-sampler | [{"name":"test_outputs.py::test_ars_function_exists","status":"passed"},{"name":"test_outputs.py::te(...TRUNCATED) | true | preserve-zero-tag-generations-without-inference | true | 32 | true | {"base_present":true,"contiguous":true,"continuation_indices":[1,2],"missing_continuation_indices":[(...TRUNCATED) | adaptive-rejection-sampler__HPLBef3 | 0 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | {
"message": "Agent execution timed out after 1800.0 seconds",
"type": "AgentTimeoutError"
} | 2026-07-31T23:53:43.461778Z | 0 | 10,156 | 15,882 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 15 | 0 | 96,975 | 32,371 | 6 | 9 | true | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T23:22:42.215169Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 1 | adaptive-rejection-sampler | [{"name":"test_outputs.py::test_ars_function_exists","status":"passed"},{"name":"test_outputs.py::te(...TRUNCATED) | true | preserve-zero-tag-generations-without-inference | true | 15 | true | {
"base_present": true,
"contiguous": true,
"continuation_indices": [
1
],
"missing_continuation_indices": []
} | adaptive-rejection-sampler__fJiambQ | 0 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | null | 2026-08-01T00:07:23.197089Z | 0 | 1,450 | 25,646 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 31 | 0 | 374,244 | 17,914 | 2 | 9 | false | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T23:13:52.597998Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 1 | bn-fit-modify | [{"name":"test_outputs.py::test_bn_sample_exists","status":"failed"},{"name":"test_outputs.py::test_(...TRUNCATED) | true | preserve-zero-tag-generations-without-inference | true | 31 | true | {
"base_present": true,
"contiguous": true,
"continuation_indices": [
1
],
"missing_continuation_indices": []
} | bn-fit-modify__2xntZgP | 0 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | {
"message": "Agent execution timed out after 7200.0 seconds",
"type": "AgentTimeoutError"
} | 2026-08-01T00:51:29.010961Z | 0 | 18,516 | 22,356 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 23 | 0 | 210,234 | 37,230 | 4 | 9 | true | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T22:50:09.456960Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 2 | bn-fit-modify | [{"name":"test_outputs.py::test_bn_sample_exists","status":"passed"},{"name":"test_outputs.py::test_(...TRUNCATED) | true | preserve-zero-tag-generations-without-inference | true | 23 | true | {"base_present":true,"contiguous":true,"continuation_indices":[1,2],"missing_continuation_indices":[(...TRUNCATED) | bn-fit-modify__PC8ZeSD | 0 |
terminus-2 | terminal-bench/terminal-bench-2-1 | {"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED) | false | null | 2026-08-01T00:56:11.532712Z | 0 | 3,154 | 26,977 | 1.1 | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"content":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | qwen35-rewritten-w005-10k | violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc | 31 | 0 | 423,049 | 22,526 | 1 | 9 | false | 0 | 0 | 0 | {"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED) | qwen35-rewritten-w005-10k-c164-max32k-timeout2x-20260731T224917Z | 2026-07-31T23:51:34.237907Z | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | [{"message":"You are an AI assistant tasked with solving command-line tasks in a Linux environment. (...TRUNCATED) | 1 | bn-fit-modify | [{"name":"test_outputs.py::test_bn_sample_exists","status":"failed"},{"name":"test_outputs.py::test_(...TRUNCATED) | false | preserve-zero-tag-generations-without-inference | true | 30 | true | {
"base_present": true,
"contiguous": true,
"continuation_indices": [
1
],
"missing_continuation_indices": []
} | bn-fit-modify__fQAdR9p | 1 |
End of preview. Expand in Data Studio
qwen35-rewritten-w005-10k — Terminal-Bench 2.1
Noncanonical Terminal-Bench 2.1 evaluation of violetxi/qwen35-4b-offline-echo-rewritten-obs-wm-weight-0p05-10k-tacc through the served
model ID qwen35-rewritten-w005-10k with Terminus-2.
Noncanonical run: timeout_multiplier=2 instead of 1.0; concurrency=164 exceeds 30. Do not compare this score directly with canonical TB2.1 leaderboard runs.
Result
- Trials: 445
- Tasks / attempts: 89 × 5
- Errored trials scored as zero: 228
- Agent timeouts / context-length events / output-cap events: 227 / 0 / 0
- Mean reward / Pass@1: 0.098876
- Pass@5: 0.213483
- Total input/output/cache tokens: 80106804 / 4169889 / 0
- Proactive summaries: 181
Protocol
Temperature 0.6, top-p
- Trials / assistant turns with incomplete thinking markup: 29 / 59
- Assistant-turn thinking-markup completeness:
0.992574
0.95, top-k omitted (disabled),max_tokens=32768,enable_thinking=true, max turns30, concurrency164.
The server context length was 65536;
Terminus proactive summarization began at
40960 tokens.
The run used timeout_multiplier=2, and all errored
trials remain in the denominator with reward zero.
Viewer columns
messages and messages_without_thinking are aligned, strictly alternating
user/assistant conversations. Terminal observations are user messages.
steps and steps_without_thinking retain the detailed Harbor trajectory.
For thinking mode, Qwen's prompt-supplied opening <think> marker is
reconstructed while generated reasoning and </think> are preserved.
Zero-tag generations are preserved byte-for-byte in both views without
inference and are explicitly marked by thinking_markup_complete,
untagged_assistant_turn_count, and thinking_markup_policy.
trajectory_integrity reports which raw continuation segments were available;
missing segments are never fabricated.
Harbor's literal technical-difficulties fallback is marked with an empty
<think></think> block only in the normalized full-thinking view; its count is
recorded separately and the raw fallback text is retained.
Only verifier test names/statuses are published. Hidden verifier traces and source, authorization headers, API keys, and credential values are excluded or redacted.
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