record_schema_version stringclasses 1
value | rollout_id stringlengths 36 36 | run_id stringclasses 5
values | run_tag stringclasses 5
values | run_replicate int32 1 4 ⌀ | benchmark stringclasses 1
value | source stringclasses 2
values | task_org stringclasses 1
value | task_name stringclasses 89
values | task_ref stringclasses 89
values | task_checksum stringclasses 178
values | trial_name stringlengths 16 41 | agent_name stringclasses 1
value | agent_version stringclasses 2
values | model_provider stringclasses 1
value | model_name stringclasses 1
value | trajectory_format stringclasses 1
value | trajectory_schema_version stringclasses 1
value | started_at timestamp[us, tz=UTC]date 2026-07-07 00:27:08 2026-07-14 06:37:17 | finished_at timestamp[us, tz=UTC]date 2026-07-07 00:33:04 2026-07-14 11:27:04 | total_duration_seconds float64 14.6 79.7k | environment_setup_seconds float64 1.12 66.8 | agent_setup_seconds float64 2.52 212 | agent_execution_seconds float64 25.4 18k ⌀ | verifier_seconds float64 2.68 72k ⌀ | harness_input_tokens int64 5.8k 36.7M ⌀ | harness_cache_tokens int64 0 0 ⌀ | harness_output_tokens int64 389 229k ⌀ | trajectory_prompt_tokens int64 5.8k 36.7M ⌀ | trajectory_completion_tokens int64 389 229k ⌀ | trajectory_step_count int64 3 425 ⌀ | primary_reward_name stringclasses 1
value | primary_reward float64 0 1 ⌀ | outcome stringclasses 3
values | exception_type stringclasses 3
values | has_trajectory bool 2
classes | has_verifier_result bool 2
classes | verifier_artifact_count int32 0 4 | rewards_json stringclasses 2
values | trajectory_json stringlengths 11k 925k ⌀ | harness_result_json stringlengths 2.37k 12.2k | verifier_result_json stringclasses 2
values | verifier_artifacts_json stringlengths 2 1.29M | trial_log stringlengths 1.43k 5.72k | run_json stringclasses 5
values | run_stats_json stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1.0 | 97a944b0-7f77-4f8a-996e-7cb997443e48 | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__27HvWip | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-07T00:54:52.939000 | 2026-07-07T02:21:48.758000 | 5,215.818866 | 1.230683 | 37.565808 | 5,155.70618 | 7.738321 | 1,020,190 | 0 | 49,742 | 1,020,190 | 49,742 | 31 | reward | 1 | pass | null | true | true | 3 | {"reward":1.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-07T02:21:27.443764Z\",\"started_at\":\"2026-07-07T0(...TRUNCATED) | {"rewards":{"reward":1.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | 7f0471d9-d9de-4f81-a575-720eb40dd3a6 | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__6qjAxeT | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-07T17:53:00.421000 | 2026-07-07T19:16:35.065000 | 5,014.643271 | 1.201457 | 41.80553 | 4,911.340543 | 47.678313 | 1,478,091 | 0 | 42,813 | 1,478,091 | 42,813 | 49 | reward | 0 | fail | null | true | true | 3 | {"reward":0.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-07T19:15:34.770258Z\",\"started_at\":\"2026-07-07T1(...TRUNCATED) | {"rewards":{"reward":0.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | a0a7b121-647e-4be2-aa17-1f784cc663c4 | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__8nKeNX6 | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-07T05:28:43.725000 | 2026-07-07T07:29:44.698000 | 7,260.972706 | 2.574998 | 38.157908 | 7,200.001867 | 7.683438 | 2,923,799 | 0 | 52,837 | 2,923,799 | 52,837 | 74 | reward | 1 | pass | AgentTimeoutError | true | true | 3 | {"reward":1.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-07T07:29:24.461644Z\",\"started_at\":\"2026-07-07T0(...TRUNCATED) | {"rewards":{"reward":1.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | 581fa347-65f6-4a36-b35a-ca260adad36d | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__9aJDRrq | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-07T07:38:11.597000 | 2026-07-07T09:39:13.321000 | 7,261.723839 | 2.474324 | 35.274584 | 7,200.000702 | 11.166971 | 986,507 | 0 | 38,078 | 986,507 | 38,078 | 51 | reward | 1 | pass | AgentTimeoutError | true | true | 3 | {"reward":1.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-07T09:38:49.348146Z\",\"started_at\":\"2026-07-07T0(...TRUNCATED) | {"rewards":{"reward":1.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | 01503b07-8eaa-4101-82f3-10f669ac54d2 | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__DJCwGT9 | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-07T12:01:11.007000 | 2026-07-07T14:02:13.572000 | 7,262.564259 | 2.582117 | 38.81497 | 7,200.001449 | 8.52514 | 1,602,975 | 0 | 71,668 | 1,602,975 | 71,668 | 51 | reward | 0 | fail | AgentTimeoutError | true | true | 3 | {"reward":0.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-07T14:01:52.407389Z\",\"started_at\":\"2026-07-07T1(...TRUNCATED) | {"rewards":{"reward":0.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | 7331c1a6-e220-4ee0-a7a8-7dc11fde8ff4 | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__K6pq4zL | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-07T14:02:56.203000 | 2026-07-07T16:04:03.166000 | 7,266.963198 | 2.582069 | 38.134772 | 7,200.001846 | 13.249266 | 1,466,244 | 0 | 68,641 | 1,466,244 | 68,641 | 37 | reward | 1 | pass | AgentTimeoutError | true | true | 3 | {"reward":1.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-07T16:03:36.922861Z\",\"started_at\":\"2026-07-07T1(...TRUNCATED) | {"rewards":{"reward":1.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | c5e8e70d-0e06-4776-b871-25b48255ee69 | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__LkLfRCr | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-08T06:39:03.663000 | 2026-07-08T08:40:40.806000 | 7,297.142791 | 3.558655 | 43.15963 | 7,200.003162 | 37.850038 | 2,772,672 | 0 | 60,564 | 2,772,672 | 60,564 | 74 | reward | 0 | fail | AgentTimeoutError | true | true | 3 | {"reward":0.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-08T08:39:50.385670Z\",\"started_at\":\"2026-07-08T0(...TRUNCATED) | {"rewards":{"reward":0.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | 2edca4b1-44bc-4bdd-a33a-838602e8896d | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__PPe7xwC | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-08T02:23:18.178000 | 2026-07-08T04:24:19.032000 | 7,260.854008 | 2.55665 | 38.274837 | 7,200.001173 | 7.206525 | 2,396,352 | 0 | 68,899 | 2,396,352 | 68,899 | 52 | reward | 0 | fail | AgentTimeoutError | true | true | 3 | {"reward":0.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-08T04:23:59.012184Z\",\"started_at\":\"2026-07-08T0(...TRUNCATED) | {"rewards":{"reward":0.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | 0e34d4bc-6b55-4404-bed7-fedee996ff01 | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__TTeZx35 | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-07T19:53:56.851000 | 2026-07-07T21:55:04.523000 | 7,267.672772 | 3.65366 | 41.828389 | 7,200.002715 | 8.01638 | 1,544,853 | 0 | 69,088 | 1,544,853 | 69,088 | 38 | reward | 0 | fail | AgentTimeoutError | true | true | 3 | {"reward":0.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-07T21:54:42.336791Z\",\"started_at\":\"2026-07-07T1(...TRUNCATED) | {"rewards":{"reward":0.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
1.0 | f81b3dd7-0b1e-4e9b-9e14-8d34790b1411 | 20260707-002413.144__pass_16 | pass_16 | null | terminal-bench-2-1 | terminal-bench/terminal-bench-2-1 | terminal-bench | adaptive-rejection-sampler | sha256:bcaa2399985cd57666018025846289ab25e193ae0dd8fb7f0ffab2410c24d4de | a4726253ad23c3fc46b5cb9c3d21025874e367b18643a3920f636a1fa89e1207 | adaptive-rejection-sampler__XUodMP3 | mini-swe-agent | 2.4.5 | openai | k2moe375b-mid4-6000 | atif | ATIF-v1.2 | 2026-07-08T00:14:17.883000 | 2026-07-08T02:16:18.220000 | 7,320.336235 | 2.609741 | 37.801867 | 7,200.000915 | 66.993865 | 1,074,816 | 0 | 66,105 | 1,074,816 | 66,105 | 36 | reward | 0 | fail | AgentTimeoutError | true | true | 3 | {"reward":0.0} | "{\"agent\":{\"extra\":{\"agent_config\":{\"confirm_exit\":false,\"cost_limit\":0.0,\"instance_templ(...TRUNCATED) | "{\"agent_execution\":{\"finished_at\":\"2026-07-08T02:14:58.297495Z\",\"started_at\":\"2026-07-08T0(...TRUNCATED) | {"rewards":{"reward":0.0}} | "[{\"content_text\":\"{\\n \\\"results\\\": {\\n \\\"tool\\\": {\\n \\\"name\\\(...TRUNCATED) | "Running command: if command -v apt-get &>/dev/null; then apt-get update && apt-get install -y curl(...TRUNCATED) | "{\"agent_config\":\"mini-swe-agent.yaml\",\"benchmark_config\":\"terminal-bench-2-1.yaml\",\"endpoi(...TRUNCATED) | null |
End of preview. Expand in Data Studio
UMich FATML Harbor Rollouts
This private dataset contains Harbor agent rollouts in an extensible, one-row-per-trial
format. The terminal-bench-2-1 configuration currently contains 1,780
rollouts over 89 tasks: 749 passing,
1,021 failing, and 10 unscored.
Record format
Frequently filtered identity, timing, token, reward, and status fields are typed Parquet columns. Lossless structured payloads are canonical JSON strings:
trajectory_json: ATIF for the current collection, identified by the adjacent format and schema-version columns.harness_result_json: the sanitized Harborresult.jsonpayload.verifier_result_json: Harbor's arbitrary verifier result and reward map.verifier_artifacts_json: textual verifier artifacts with paths, media types, sizes, SHA-256 digests, and content. Binary artifacts can be represented by an external path.run_jsonandrun_stats_json: sanitized run-level provenance and aggregate statistics.
Missing trajectory or verifier data is represented with null payloads and explicit presence fields; trials are never dropped solely because an artifact is unavailable. Host-local paths, credentials, and internal endpoint/routing values are removed or normalized. Raw mini-swe-agent provider dumps are intentionally excluded because they repeat rendered prompts and response payloads already represented by ATIF.
Source limitations in this release: 5 trajectories and 11 CTRF files are absent, and 20 existing verifier artifacts are recorded as unavailable because their source permissions do not allow them to be read.
Provenance
The current data uses mini-swe-agent 2.4.5 with k2moe375b-mid4-6000 on
Terminal-Bench 2. Terminal-Bench 2 source tasks are distributed under Apache-2.0; this
private dataset does not declare a dataset-wide license.
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