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[{"content":"","role":"user"},{"content":"<think>The user wants me to create a three-module Python p(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:07:37.017218Z
multifile-4872
episode-7
34732991-1683-40b6-ab8b-0102e439d459
multifile-4872__YcN7C83
0.0
"I'll create this three-module Python project for a text backup utility. Let me start by creating ea(...TRUNCATED)
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[760,1156,6587,728,310,1791,264,2250,45156,12654,2313,364,264,1414,15264,15092,13,6558,728,1387,144(...TRUNCATED)
[[-0.5575223565101624,-0.00067949976073578,-0.003334319917485118,-0.00008463487029075623,-1.19208948(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>The user wants me to create a Python package with t(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:04:03.630583Z
multifile-4897
episode-5
34732991-1683-40b6-ab8b-0102e439d459
multifile-4897__uYTKYcK
1.0
"I'll implement the three Python modules with the specified functionality and inter-module dependenc(...TRUNCATED)
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[760,1156,6587,728,310,1791,264,12654,6129,440,2250,13067,421,1870,383,1754,975,13,6558,728,1387,14(...TRUNCATED)
[[-1.6079119443893433,-0.002303209388628602,-0.0053681014105677605,-0.00008558845001971349,-1.430507(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>The user wants me to create a Python project with t(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:22:55.805457Z
multifile-4836
episode-2
34732991-1683-40b6-ab8b-0102e439d459
multifile-4836__FDbeKza
1.0
I'll create the three Python modules as specified. Let me implement them one by one.
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[760,1156,6587,728,310,1791,264,12654,2313,440,2250,13067,1172,593,658,421,944,3658,303,264,795,842(...TRUNCATED)
[[-0.054286565631628036,-0.00023588704061694443,-0.03173360228538513,-0.000012397656064422335,-2.503(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>This is a comprehensive task to create a three-modu(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:10:40.978325Z
multifile-4862
episode-10
34732991-1683-40b6-ab8b-0102e439d459
multifile-4862__TrGVFff
0.0
"I'll implement this three-module Python project. Let me start by checking the current state of the (...TRUNCATED)
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[1919,369,264,15352,3274,310,1791,264,2250,45156,12654,2313,13,6558,728,1387,1441,1092,353,1144,310(...TRUNCATED)
[[-1.2526741027832031,-0.001524595427326858,-0.00002729850348259788,-0.09096565842628479,-0.09270909(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>The user wants me to create a 3-module Python proje(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:08:56.260999Z
multifile-4868
episode-20
34732991-1683-40b6-ab8b-0102e439d459
multifile-4868__ni2d7qb
0.0
I'll create the three-module Python project with the specified dependencies and functionality.
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[760,1156,6587,728,310,1791,264,220,18,45156,12654,2313,440,3050,8242,13,6558,728,1387,1441,1092,37(...TRUNCATED)
[[-0.38271576166152954,-0.0003004810423590243,-0.05222543329000473,-0.00025507493410259485,-8.344631(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>The user wants me to create a unified Python projec(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:04:06.780937Z
multifile-4887
episode-4
34732991-1683-40b6-ab8b-0102e439d459
multifile-4887__FsGzj7x
0.0
"I'll create this unified multi-module project with three interconnected Python files. Let me start (...TRUNCATED)
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[760,1156,6587,728,310,1791,264,41275,12654,2313,440,2250,13067,318,2084,6971,11,17128,6971,11,1706(...TRUNCATED)
[[-0.8493618369102478,-0.0008004072587937117,-0.13418516516685486,-0.0038377209566533566,-0.00002860(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>The user wants me to create a three-module Python p(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:04:10.215477Z
multifile-4875
episode-4
34732991-1683-40b6-ab8b-0102e439d459
multifile-4875__WD7Jfwe
0.0
"I'll create this three-module Python project with the specified inter-module dependencies. Let me i(...TRUNCATED)
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[760,1156,6587,728,310,1791,264,2250,45156,12654,2313,440,2708,916,45156,18948,13,6558,728,1387,144(...TRUNCATED)
[[-0.05367329716682434,-0.001365085132420063,-0.011765503324568272,-0.00008582679583923891,-3.576270(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>This is a comprehensive task to create three Python(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:04:03.946072Z
multifile-4896
episode-4
34732991-1683-40b6-ab8b-0102e439d459
multifile-4896__st2wnVt
0.0
I'll create the three Python modules with the specified functionality and import relationships.
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[1919,369,264,15352,3274,310,1791,2250,12654,13067,440,916,52450,13,6558,728,1387,1441,1092,3749,31(...TRUNCATED)
[[-1.194954514503479,-0.0024614969734102488,-0.00005411946040112525,-0.5884833931922913,-0.264250367(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>The user wants me to implement a cohesive Python pr(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:15:19.887983Z
multifile-4851
episode-3
34732991-1683-40b6-ab8b-0102e439d459
multifile-4851__d3N3jJW
1.0
"All three modules have been implemented and tested successfully:\n\n- **`/app/core.py`** (54 lines)(...TRUNCATED)
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[760,1156,6587,728,310,4072,264,83429,12654,2313,440,2250,13067,421,1870,383,1754,975,13,6558,728,1(...TRUNCATED)
[[-0.3981724679470062,-0.0007899252814240754,-0.015334690921008587,-0.00006985403888393193,-4.768360(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>The user wants me to create a multi-module Python p(...TRUNCATED)
opencode
vllm/8228424595548983
vllm
2026-07-08T08:04:07.620492Z
multifile-4884
episode-6
34732991-1683-40b6-ab8b-0102e439d459
multifile-4884__VhFuKMU
0.0
"I'll create this multi-module Python project with three interconnected modules. Let me start by che(...TRUNCATED)
"Running tests...\n============================= test session starts ==============================\(...TRUNCATED)
[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)
[[760,1156,6587,728,310,1791,264,7072,45156,12654,2313,440,2250,79475,13067,13,6558,728,1387,1441,10(...TRUNCATED)
[[-0.2014668732881546,-0.00047040788922458887,-0.0026337935123592615,-0.000060794791352236643,-7.152(...TRUNCATED)
End of preview. Expand in Data Studio

Agent trace dataset

Decoding the literal token IDs

The prompt_token_ids / completion_token_ids / logprobs columns are the verbatim tokens the serving engine emitted, stored PER AGENT STEP as a list-of-lists (one inner list per turn). To turn them back into text you MUST use the exact tokenizer the model was served with — a generic same-family tokenizer will decode word tokens to garbage.

Served model / tokenizer source: Qwen/Qwen3.5-122B-A10B-FP8

from transformers import AutoTokenizer
# Use the served model's own tokenizer (pull from the ref above; if it is a
# gs:// mirror, copy tokenizer.json/tokenizer_config.json/vocab.json/merges.txt
# locally first and point AutoTokenizer at that dir).
tok = AutoTokenizer.from_pretrained("Qwen/Qwen3.5-122B-A10B-FP8")
# token_ids are list-of-lists (one list per turn) — decode each turn:
text = [tok.decode(turn, skip_special_tokens=False) for turn in completion_token_ids]

Engine-reported served model name: 8228424595548983

See tokenizer_provenance.json for a machine-readable version.

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