Datasets:

violetxi
/

tb21-eval-qwen35-original-w005-20k-thinking-32k-timeout8x

agent string	benchmark string	context dict	context_length_error bool	exception dict	finished_at string	harness_fallback_turn_count int64	max_completion_tokens_per_turn int64	max_prompt_tokens_per_turn int64	message_schema_version string	messages list	messages_without_thinking list	model string	model_source string	n_agent_turns int64	n_input_tokens int64	n_output_tokens int64	n_test_cases_passed int64	n_test_cases_total int64	official_error_zero bool	raw_reward float64	sampling dict	source_run string	started_at string	steps list	steps_without_thinking list	summarization_count int64	task string	test_cases list	thinking_markup_complete bool	thinking_markup_policy string	thinking_open_tag_inferred bool	thinking_turn_count int64	trajectory_available bool	trajectory_integrity dict	trial_id string	untagged_assistant_turn_count int64
terminus-2	terminal-bench/terminal-bench-2-1	{"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED)	false	null	2026-08-01T18:45:27.002121Z	9	2,410	32,313	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	52	412,048	25,371	5	6	false	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T17:31:30.850141Z	[{"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)	21	llm-inference-batching-scheduler	[{"name":"test_outputs.py::test_output_files_exist","status":"passed"},{"name":"test_outputs.py::tes(...TRUNCATED)	true	preserve-zero-tag-generations-without-inference	true	52	true	{"base_present":true,"contiguous":false,"continuation_indices":[1,2,3,21],"missing_continuation_indi(...TRUNCATED)	llm-inference-batching-scheduler__oidHmYQ	0
terminus-2	terminal-bench/terminal-bench-2-1	{"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED)	false	null	2026-08-01T15:44:35.943085Z	24	2,283	31,169	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	36	78,685	4,351	0	3	false	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T14:57:40.824369Z	[{"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)	48	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	36	true	{"base_present":true,"contiguous":false,"continuation_indices":[48],"missing_continuation_indices":[(...TRUNCATED)	make-mips-interpreter__4W2nHPC	0
terminus-2	terminal-bench/terminal-bench-2-1	{"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED)	false	null	2026-08-01T15:58:49.045977Z	21	3,373	32,392	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	50	137,964	7,118	0	3	false	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T15:31:59.171045Z	[{"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)	41	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	50	true	{"base_present":true,"contiguous":false,"continuation_indices":[3,41],"missing_continuation_indices"(...TRUNCATED)	make-mips-interpreter__DpwxXbF	0
terminus-2	terminal-bench/terminal-bench-2-1	{"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED)	false	null	2026-08-01T16:32:33.636712Z	21	16,167	23,296	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	39	91,878	18,759	0	3	false	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T14:57:40.283151Z	[{"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)	42	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	39	true	{"base_present":true,"contiguous":false,"continuation_indices":[42],"missing_continuation_indices":[(...TRUNCATED)	make-mips-interpreter__q3BRMkd	0
terminus-2	terminal-bench/terminal-bench-2-1	{"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED)	false	null	2026-08-01T18:34:25.774289Z	19	728	32,726	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	41	150,779	5,143	2	3	false	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T15:36:20.256486Z	[{"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)	38	path-tracing-reverse	[{"name":"test_outputs.py::test_image_c_exists","status":"passed"},{"name":"test_outputs.py::test_im(...TRUNCATED)	true	preserve-zero-tag-generations-without-inference	true	41	true	{"base_present":true,"contiguous":false,"continuation_indices":[38],"missing_continuation_indices":[(...TRUNCATED)	path-tracing-reverse__FAK8nND	0
terminus-2	terminal-bench/terminal-bench-2-1	{"interleaved_thinking":false,"model_context_length":65536,"proactive_summarization_threshold":40960(...TRUNCATED)	false	null	2026-08-01T18:17:26.993642Z	18	5,790	32,763	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	113	533,890	28,067	0	2	false	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T16:58:18.123824Z	[{"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)	34	train-fasttext	[{"name":"test_outputs.py::test_accuracy","status":"failed"},{"name":"test_outputs.py::test_model_si(...TRUNCATED)	true	preserve-zero-tag-generations-without-inference	true	113	true	{"base_present":true,"contiguous":false,"continuation_indices":[1,2,5,7,10,34],"missing_continuation(...TRUNCATED)	train-fasttext__wtGv4v4	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 9600.0 seconds", "type": "AgentTimeoutError" }	2026-08-01T17:38:37.986786Z	0	1,936	12,983	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	22	133,890	13,960	0	1	true	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T14:57:40.333534Z	[{"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)	0	break-filter-js-from-html	[ { "name": "test_outputs.py::test_out_html_bypasses_filter", "status": "failed" } ]	true	preserve-zero-tag-generations-without-inference	true	22	true	{ "base_present": true, "contiguous": true, "continuation_indices": [], "missing_continuation_indices": [] }	break-filter-js-from-html__CdEVyoB	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 9600.0 seconds", "type": "AgentTimeoutError" }	2026-08-01T20:11:00.677867Z	0	2,163	9,570	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	29	158,371	12,546	0	1	true	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T17:30:32.563620Z	[{"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)	0	break-filter-js-from-html	[ { "name": "test_outputs.py::test_out_html_bypasses_filter", "status": "failed" } ]	true	preserve-zero-tag-generations-without-inference	true	29	true	{ "base_present": true, "contiguous": true, "continuation_indices": [], "missing_continuation_indices": [] }	break-filter-js-from-html__eiCb7jb	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" }	2026-08-01T16:58:50.982319Z	0	1,734	8,301	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	18	83,030	8,847	6	6	true	1	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T14:57:40.102276Z	[{"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)	0	cancel-async-tasks	[{"name":"test_outputs.py::test_run_py_file_exists","status":"passed"},{"name":"test_outputs.py::tes(...TRUNCATED)	true	preserve-zero-tag-generations-without-inference	true	18	true	{ "base_present": true, "contiguous": true, "continuation_indices": [], "missing_continuation_indices": [] }	cancel-async-tasks__LL9dUP7	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" }	2026-08-01T16:59:15.375421Z	0	6,665	17,588	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-original-w005-20k	violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc	26	139,281	21,293	1	6	true	0	{"enable_thinking":true,"extra_body":{"chat_template_kwargs":{"enable_thinking":true},"min_p":0.0,"r(...TRUNCATED)	qwen35-original-w005-20k_thinking-c164-max32k-timeout8x-20260801T145728Z	2026-08-01T14:57:40.641169Z	[{"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	cancel-async-tasks	[{"name":"test_outputs.py::test_run_py_file_exists","status":"passed"},{"name":"test_outputs.py::tes(...TRUNCATED)	false	preserve-zero-tag-generations-without-inference	true	16	true	{ "base_present": true, "contiguous": true, "continuation_indices": [ 1 ], "missing_continuation_indices": [] }	cancel-async-tasks__euivxFM	10

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qwen35-original-w005-20k — Terminal-Bench 2.1

Noncanonical Terminal-Bench 2.1 evaluation of violetxi/qwen35-4b-offline-echo-original-obs-wm-weight-0p05-20k-tacc through the served model ID qwen35-original-w005-20k with Terminus-2.

Noncanonical run: timeout_multiplier=8 instead of 1.0; concurrency=164 exceeds 30. Do not compare this score directly with canonical TB2.1 leaderboard runs.

Result

Recorded trials: 445
Tasks / attempts: 89 × 5
Errored trials scored as zero: 145
Exception counts: {"AgentTimeoutError": 139, "Timeout": 6}
Agent timeouts / context-length events / output-cap events: 139 / 0 / 0
Mean reward / Pass@1: 0.116854
Pass@5: 0.224719
Total input/output/cache tokens: 101197492 / 5713469 / 0
Proactive summaries: 449

Protocol

Temperature 0.6, top-p 0.95, top-k omitted (disabled), max_tokens=32768, enable_thinking=true, max turns 30, concurrency 164.

Trials / untagged / malformed assistant turns with incomplete thinking markup: 55 / 157 / 1
Assistant-turn thinking-markup completeness: 0.983758

The server context length was 65536; Terminus proactive summarization began at 40960 tokens. Task-native TB2.1 timeouts were scaled (timeout_multiplier=8.0), so this is a noncanonical evaluation. 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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