Datasets:

penfever
/

exp_rpt_methods2test-large-v3-qwen3.5-122b-131k-opencode-traces

conversations listlengths 2 74	agent stringclasses 1 value	model stringclasses 1 value	model_provider stringclasses 1 value	date stringlengths 27 27	task stringlengths 17 17	episode stringclasses 36 values	run_id stringclasses 1 value	trial_name stringlengths 26 26	result stringclasses 4 values	instruction stringlengths 10 944 ⌀	verifier_output stringlengths 88 29.4k ⌀	prompt_token_ids listlengths 0 32	completion_token_ids listlengths 0 32	logprobs listlengths 0 32
[ { "content": "", "role": "user" }, { "content": "<think>I need to understand the test requirements and existing project structure before implementing the solution.\n</think>\n\n\n\n<tool_call>\n{\"name\": \"read\", \"arguments\": {\"filePath\": \"/tests/TestSolution.java\"}}\n</tool_call>\n<tool_cal...	opencode	vllm/1747708670135088	vllm	2026-07-06T03:38:39.737833Z	methods2test-4667	episode-1	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-4667__zHi7n6v	AgentTimeoutError	null	null	[]	[]	[]
[ { "content": "", "role": "user" }, { "content": "<think>I need to analyze the test file and understand what classes and interfaces need to be implemented to make it pass.\n</think>\n\n\n\n<tool_call>\n{\"name\": \"read\", \"arguments\": {\"filePath\": \"/tests/TestSolution.java\"}}\n</tool_call>\n<t...	opencode	vllm/1747708670135088	vllm	2026-07-06T10:36:46.014111Z	methods2test-4189	episode-6	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-4189__zSCZdNi	AgentTimeoutError	The files don't exist yet. Based on the task description, I need to create the project structure. Let me analyze what's needed: 1. The test uses `AsyncMethodCallback`, `client`, `iface`, `Solution`, and static methods like `doAnswer`, `when`, `any`, `assertThat`, `verify`, `eq` 2. These are Mockito and Hamcrest patter...	null	[]	[]	[]
[{"content":"","role":"user"},{"content":"<think>I need to understand the test requirements first by(...TRUNCATED)	opencode	vllm/1747708670135088	vllm	2026-07-06T15:22:54.472593Z	methods2test-3885	episode-15	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-3885__L7xudED	AgentTimeoutError	"Based on the task description, I need to create the project structure from scratch. Let me set up t(...TRUNCATED)	null	[[248045,8678,198,2,13455,271,2523,599,2528,310,279,2614,5568,25,271,27,15449,29,198,4754,1267,763,3(...TRUNCATED)	[[40,1144,310,3418,279,1228,8242,1118,539,5122,279,1228,999,321,28523,8756,310,1436,1092,17210,1144,(...TRUNCATED)	[[-0.22695708274841309,-8.344598427356686e-6,-7.510143404942937e-6,-0.7316544055938721,-0.0265869703(...TRUNCATED)
[{"content":"","role":"user"},{"content":"<think>I need to understand the test requirements and impl(...TRUNCATED)	opencode	vllm/1747708670135088	vllm	2026-07-06T15:58:42.930670Z	methods2test-3841	episode-9	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-3841__YPJzAUN	NonZeroAgentExitCodeError	"Based on the task description, I need to create the necessary Java source files and Maven configura(...TRUNCATED)	Compiling and running tests... v3 verifier: runner_rc=0 tests_run=0 failures=0 errors=0	[]	[]	[]
[{"content":"","role":"user"},{"content":"<think>I need to first understand the test file and pom.xm(...TRUNCATED)	opencode	vllm/1747708670135088	vllm	2026-07-06T04:12:58.141502Z	methods2test-4635	episode-6	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-4635__t558CU2	AgentTimeoutError	"The files don't exist yet. Based on the task description, I need to:\n1. Create the test file at `/(...TRUNCATED)	null	[]	[]	[]
[{"content":"","role":"user"},{"content":"<think>Let me start by understanding the task. I need to i(...TRUNCATED)	opencode	vllm/1747708670135088	vllm	2026-07-06T02:39:34.777563Z	methods2test-4716	episode-22	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-4716__GKVajTp	0.0	"The test file and pom.xml don't exist yet. Based on the task description, I need to create:\n\n1. `(...TRUNCATED)	"Compiling and running tests...\n[\u001b[1;31mERROR\u001b[m] COMPILATION ERROR : \n[\u001b[1;31mERRO(...TRUNCATED)	[]	[]	[]
[{"content":"","role":"user"},{"content":"<think>I need to implement a BitStream class that the test(...TRUNCATED)	opencode	vllm/1747708670135088	vllm	2026-07-06T06:48:23.829717Z	methods2test-4473	episode-15	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-4473__wVhwxEh	0.0	"Based on the task description, I need to implement a `BitStream` class that:\n1. Takes an integer s(...TRUNCATED)	"Compiling and running tests...\n[\u001b[1;31mERROR\u001b[m] COMPILATION ERROR : \n[\u001b[1;31mERRO(...TRUNCATED)	[]	[]	[]
[{"content":"","role":"user"},{"content":"<think>I need to understand the test requirements and impl(...TRUNCATED)	opencode	vllm/1747708670135088	vllm	2026-07-06T10:42:55.492097Z	methods2test-4184	episode-3	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-4184__vG39NAP	AgentTimeoutError	"The test file and pom.xml don't exist yet. Based on the task description, I need to create the enti(...TRUNCATED)	null	[]	[]	[]
[{"content":"","role":"user"},{"content":"<think>Let me analyze the task:\n\n1. I need to implement (...TRUNCATED)	opencode	vllm/1747708670135088	vllm	2026-07-06T04:49:07.621507Z	methods2test-4602	episode-23	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-4602__HuGrxXM	AgentTimeoutError	"The test file and pom.xml don't exist yet. Based on the task description, I need to create the enti(...TRUNCATED)	null	[]	[]	[]
[{"content":"","role":"user"},{"content":"<think>I need to read the test file and pom.xml to underst(...TRUNCATED)	opencode	vllm/1747708670135088	vllm	2026-07-06T13:53:13.581397Z	methods2test-4020	episode-3	3b996477-0a9c-4ba3-936a-e651eae48722	methods2test-4020__nm9BsZZ	AgentTimeoutError	"The test file and directories don't exist yet. Based on the task description, I need to create the (...TRUNCATED)	Compiling and running tests... v3 verifier: runner_rc=0 tests_run=0 failures=0 errors=0	[]	[]	[]

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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: 1747708670135088

See tokenizer_provenance.json for a machine-readable version.

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