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732k
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"bash\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:07:21.706833Z
bloom-filter-cache-penetration-prevention
episode-12
34f2d275-74f7-4677-8c66-05c4a673b742
bloom-filter-cache-penetration-p__DjKoMVq
AgentTimeoutError
(tool use)
"Hit:1 http://deb.debian.org/debian bookworm InRelease\nHit:2 http://deb.debian.org/debian bookworm-(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"bash\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:07:21.710493Z
corrupted-filesystem-recovery
episode-48
34f2d275-74f7-4677-8c66-05c4a673b742
corrupted-filesystem-recovery__jqsExF7
VerifierRuntimeError
(tool use)
"shell-init: error retrieving current directory: getcwd: cannot access parent directories: No such f(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"read\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:45:17.993760Z
api-endpoint-permission-canonicalizer
episode-12
34f2d275-74f7-4677-8c66-05c4a673b742
api-endpoint-permission-canonica__NS4SBi4
AgentTimeoutError
(tool use)
"Hit:1 http://deb.debian.org/debian bookworm InRelease\nHit:2 http://deb.debian.org/debian bookworm-(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"write\", \"arguments(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T17:33:33.849716Z
scan-linux-persistence-artifacts
episode-11
34f2d275-74f7-4677-8c66-05c4a673b742
scan-linux-persistence-artifacts__VE4kRXh
AgentTimeoutError
(tool use)
"shell-init: error retrieving current directory: getcwd: cannot access parent directories: No such f(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"bash\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:07:21.718994Z
cosign-keyless-signing
episode-12
34f2d275-74f7-4677-8c66-05c4a673b742
cosign-keyless-signing__vGDzzuZ
AgentTimeoutError
(tool use)
"Hit:1 http://deb.debian.org/debian trixie InRelease\nHit:2 http://deb.debian.org/debian trixie-upda(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"read\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:27:33.350711Z
html-index-analysis
episode-48
34f2d275-74f7-4677-8c66-05c4a673b742
html-index-analysis__6mMWkRZ
VerifierRuntimeError
(tool use)
"shell-init: error retrieving current directory: getcwd: cannot access parent directories: No such f(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"read\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:07:21.701559Z
word-derangement-mapping
episode-48
34f2d275-74f7-4677-8c66-05c4a673b742
word-derangement-mapping__5XgXcmd
AgentTimeoutError
(tool use)
"============================= test session starts ==============================\nplatform linux --(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"bash\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:07:21.691354Z
sakila-sqlite-queries
episode-48
34f2d275-74f7-4677-8c66-05c4a673b742
sakila-sqlite-queries__BThiDXR
AgentTimeoutError
(tool use)
"============================= test session starts ==============================\nplatform linux --(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"read\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:07:21.652604Z
fix-js-network-controller
episode-8
34f2d275-74f7-4677-8c66-05c4a673b742
fix-js-network-controller__qVnm8eL
AgentTimeoutError
(tool use)
"Installed 5 packages in 26ms\n============================= test session starts ===================(...TRUNCATED)
[{"content":"","role":"user"},{"content":"(tool use)\n<tool_call>\n{\"name\": \"read\", \"arguments\(...TRUNCATED)
opencode
hosted_vllm/grug-agentic-s3-step1903
hosted_vllm
2026-07-29T16:49:10.102145Z
okhttp-trailers-crash
episode-16
34f2d275-74f7-4677-8c66-05c4a673b742
okhttp-trailers-crash__7wrTtCc
AgentTimeoutError
(tool use)
"Running OkHttp trailers test...\nRunning customTrailersDoNotUseResponseBody test...\nError: Unable (...TRUNCATED)
End of preview. Expand in Data Studio

Grug 67B repaired-export agentic evaluation traces

This dataset contains the final ATIF episode from 587 de-duplicated attempts in a point-in-time snapshot of three active evaluations of laion/grug-67b-a2b-sft-s3-agentic-step1903-repaired. The snapshot was copied on 2026-07-29 at approximately 18:40 UTC.

Suite Expected Terminal attempts Scored Mean reward among scored Exported trajectories
ID (dev_set_v2) 300 240 209 0.013963 237
SWE-bench Verified 300 126 81 0 126
Terminal-Bench 2 267 234 216 0 224
Total 867 600 506 0.005767 587

Only trial directories with a terminal result.json were copied. Attempts were capped at three per task with the score-blind scripts/harbor/dedupe_harbor_trials.py utility. Thirteen retained attempts ended before writing an exportable trajectory and are not present here. The evals were still active when the snapshot was taken, so this dataset is not a complete benchmark release and was not registered as training data.

All 506 scored attempts ended through an agent timeout or signal. The repaired checkpoint uses EOS IDs [128001, 128009], a matching generation config, a PreTrainedTokenizerFast tokenizer, and the intended OpenCode chat template. The repository rename and pinned revision forced a fresh Iris model cache.

The exact SFT inputs and Levanter token caches are published at laion/grug-67b-a2b-agentic-sft-training-data.

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