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2025-04-06 00:00:00
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verification
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code-4b-1899_C__s3
code
Qwen/Qwen3.5-4B
1899_C
3
"### Question:\nA subarray is a continuous part of array.\n\nYarik recently found an array $a$ of $n(...TRUNCATED)
reply_cut
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
81,920
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
codeforces
hard
2023-10-17T00:00:00
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"no_code","tests(...TRUNCATED)
code-4b-2754__s3
code
Qwen/Qwen3.5-4B
2754
3
"### Question:\nYou are given a 0-indexed integer array nums representing the score of students in a(...TRUNCATED)
done
"```python\nimport math\nfrom typing import List\n\nclass Solution:\n def maxStrength(self, nums:(...TRUNCATED)
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
16,433
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
medium
2023-05-27T00:00:00
"import math\nfrom typing import List\n\nclass Solution:\n def maxStrength(self, nums: List[int])(...TRUNCATED)
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"wrong_answer","(...TRUNCATED)
code-4b-2784__s0
code
Qwen/Qwen3.5-4B
2784
0
"### Question:\nYou are given a 0-indexed integer array nums representing the strength of some heroe(...TRUNCATED)
done
"```python\nfrom typing import List\n\nclass Solution:\n def sumOfPower(self, nums: List[int]) ->(...TRUNCATED)
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
18,179
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
hard
2023-05-13T00:00:00
"from typing import List\n\nclass Solution:\n def sumOfPower(self, nums: List[int]) -> int:\n (...TRUNCATED)
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"wrong_answer","(...TRUNCATED)
code-4b-2786__s1
code
Qwen/Qwen3.5-4B
2786
1
"### Question:\nYou are given a 0-indexed string s that consists of digits from 0 to 9.\nA string t (...TRUNCATED)
done
"```python\nclass Solution:\n def longestSemiRepetitiveSubstring(self, s: str) -> int:\n n(...TRUNCATED)
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
19,031
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
medium
2023-06-10T00:00:00
"class Solution:\n def longestSemiRepetitiveSubstring(self, s: str) -> int:\n n = len(s)\n(...TRUNCATED)
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"wrong_answer","(...TRUNCATED)
code-4b-2817__s1
code
Qwen/Qwen3.5-4B
2817
1
"### Question:\nYou are given a 0-indexed binary string s of length n on which you can apply two typ(...TRUNCATED)
done
"```python\nclass Solution:\n def minimumCost(self, s: str) -> int:\n n = len(s)\n (...TRUNCATED)
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
894
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
medium
2023-05-28T00:00:00
"class Solution:\n def minimumCost(self, s: str) -> int:\n n = len(s)\n # Calculate(...TRUNCATED)
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"wrong_answer","(...TRUNCATED)
code-4b-2817__s2
code
Qwen/Qwen3.5-4B
2817
2
"### Question:\nYou are given a 0-indexed binary string s of length n on which you can apply two typ(...TRUNCATED)
done
"```python\nclass Solution:\n def minimumCost(self, s: str) -> int:\n n = len(s)\n (...TRUNCATED)
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
1,140
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
medium
2023-05-28T00:00:00
"class Solution:\n def minimumCost(self, s: str) -> int:\n n = len(s)\n cost = 0\n (...TRUNCATED)
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"wrong_answer","(...TRUNCATED)
code-4b-2839__s0
code
Qwen/Qwen3.5-4B
2839
0
"### Question:\nYou are given two 0-indexed integer arrays nums1 and nums2, each of length n, and a (...TRUNCATED)
done
"```python\nimport sys\nfrom typing import List\nfrom bisect import bisect_left\n\nclass Solution:\n(...TRUNCATED)
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
21,664
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
hard
2023-06-11T00:00:00
"import sys\nfrom typing import List\nfrom bisect import bisect_left\n\nclass Solution:\n def max(...TRUNCATED)
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"time_limit","te(...TRUNCATED)
code-4b-2849__s3
code
Qwen/Qwen3.5-4B
2849
3
"### Question:\nThe imbalance number of a 0-indexed integer array arr of length n is defined as the (...TRUNCATED)
done
"```python\nfrom typing import List\n\nclass Solution:\n def sumImbalanceNumbers(self, nums: List(...TRUNCATED)
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
34,405
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
hard
2023-07-02T00:00:00
"from typing import List\n\nclass Solution:\n def sumImbalanceNumbers(self, nums: List[int]) -> i(...TRUNCATED)
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"runtime_error",(...TRUNCATED)
code-4b-2850__s3
code
Qwen/Qwen3.5-4B
2850
3
"### Question:\nYou are given three integers x, y, and z.\nYou have x strings equal to \"AA\", y str(...TRUNCATED)
reply_cut
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
81,920
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
medium
2023-06-24T00:00:00
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"no_code","tests(...TRUNCATED)
code-4b-2884__s2
code
Qwen/Qwen3.5-4B
2884
2
"### Question:\nYou are given a string word and an array of strings forbidden.\nA string is called v(...TRUNCATED)
done
"```python\nimport collections\nfrom typing import List\n\nclass Solution:\n def longestValidSubs(...TRUNCATED)
[{"role":"system","content":"You are an expert Python programmer. You will be given a question (prob(...TRUNCATED)
46,546
{"sampling":{"temperature":1.0,"top_p":0.95,"top_k":20,"min_p":0.0,"presence_penalty":1.5},"limits":(...TRUNCATED)
LiveCodeBench release_v6
leetcode
hard
2023-07-16T00:00:00
"import collections\nfrom typing import List\n\nclass Solution:\n def longestValidSubstring(self,(...TRUNCATED)
{"grader":"LiveCodeBench hidden tests, regraded twice at low parallelism","verdict":"wrong_answer","(...TRUNCATED)
End of preview. Expand in Data Studio

qwen3.5-inferences: verified wrong first attempts (Qwen3.5-4B / 9B; code, math, search)

3,000 failed first attempts for learning-from-failure / retry experiments: 500 per domain × model, one file each. Every sample is the model's complete first attempt (reasoning, final reply and, for search, every tool call and result). Every sample has been re-verified as wrong.

File Benchmark Samples Distinct problems
code-4b.jsonl LiveCodeBench release_v6 (May 2023 – Apr 2025, 1,055 problems) 500 434
code-9b.jsonl same 500 309
math-4b.jsonl all MathArena 2025–2026 final-answer sets + arXivMath (675 problems) 500 474
math-9b.jsonl same 500 440
search-4b.jsonl BrowseComp-Plus, all 830 queries, BM25 retriever 500 500
search-9b.jsonl same 500 500

How the samples were made

  • Each problem was sampled 4 times (temperature 1.0, top-p 0.95, top-k 20, presence penalty 1.5; context 128K; generation_config in each row has the exact settings). The released samples are failed ones from that pool.
  • Selection: up to 500 failures per file, spread over as many problems as possible (round robin over problems, seed 0).

How "wrong" was verified

  • Code: every failure was regraded twice on the LiveCodeBench hidden tests, one program at a time. A sample is included only if it fails both times. (The original grading ran 128 programs in parallel and wrongly failed many correct programs, which is why this was needed: 515 of 1,640 4B "failures" and 597 of 1,392 9B "failures" were actually correct and are excluded.) verification.verdict is one of no_code, wrong_answer, time_limit, runtime_error.
  • Math: regraded with math-verify against the gold answer. Answers that a Qwen3.5-9B equivalence check flagged as possibly equivalent (4 of 797) were checked by hand; all 4 are wrong. Samples with no final answer (cut off or unparsable) are included as wrong.
  • Search: judged by Qwen3.5-27B, shown only the text inside the last <answer> tag, against the gold answer. Samples with no <answer> tag (e.g. the turn limit was reached) are included as wrong.

Fields

id, domain, model, problem_id, sample, question (the user prompt), status (done / reply_cut / max_turns / context_full), final_answer (the final reply), messages (all turns: role, content, reasoning_content, tool_calls, finish_reason, token counts), completion_tokens, generation_config, verification; plus per domain:

  • code: benchmark, platform, difficulty, contest_date, code (the extracted program). Hidden tests are not included; get them from LiveCodeBench by problem_id (= question_id).
  • math: benchmark, set, gold_answer, extracted_answer.
  • search: benchmark, gold_answer.

Notes

  • The search files contain BrowseComp-Plus questions and gold answers, and all files contain benchmark problems. This is evaluation data: do not train on it.
  • Code first-try accuracy after regrading: about 73% (4B) and 81% (9B), so code failures are mostly near-misses on problems the model often solves.
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