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codeforces-06236 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-08711 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-07722 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-09656 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-02776 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-02161 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-05120 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-08316 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-09803 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-09810 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-02859 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-06660 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-01505 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-07598 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-01185 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-08807 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-02832 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-00135 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-00248 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-08144 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-09521 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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codeforces-05691 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
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153,
158,
158,
69,
176,
59,
73,
163,
183,
123,
27,
131,
108,
193,
67,... | null |
codeforces-02171 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces"
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31,
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224,
154,
52,
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46,
137,
66,
145,
4... | null |
codeforces-00805 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
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187,
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28,
... | null |
codeforces-06663 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
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128,
192,
212,
84,
70,
177,
... | null |
codeforces-09062 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces",
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52,
211,
177,
61,
44,
36,
66,
... | null |
codeforces-06769 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces",
"special-judge"
] | false | [
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50,
78,
210,
52,
115,
189,
97,
33,
18... | null |
codeforces-03980 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces"
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111,
96,
56,
13,
12,
219,
85,
168,
17,
37,
177,
... | null |
codeforces-07684 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces"
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54,
94,
143,
39,
105,
39,
227,
122,
20,
136,... | null |
codeforces-03710 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces"
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39,
88,
36,
13,
130,
36,
117,
100,
155,
182,
14... | null |
codeforces-06410 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces"
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76,
38,
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147,
228,
84,
1... | null |
codeforces-07127 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces"
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13,
24,
109,
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134,
227,
52,
8,
124,
174,
178,
71,
174,
164,... | null |
codeforces-03093 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces",
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59,
147,
166,
215,
233,
56,
30,
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33,
... | null |
codeforces-00934 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces",
"special-judge"
] | false | [
31,
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181,
177,
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104,
72,
... | null |
codeforces-08928 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces",
"special-judge"
] | false | [
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37,
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120,
194,
214,
114,
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189,
242,
134,
130,
102,... | null |
codeforces-08055 | laion__codeforces-v3 | competitive-programming | 9a29baf583bf | codeforces | stdio | 43963417e109 | python | [
"code",
"competitive-programming",
"stdio",
"codeforces"
] | false | [
31,
139,
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69,
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34,
8,
2,
135,
150,
105,
155,
29... | null |
End of preview. Expand in Data Studio
TaskTrove Clean
TaskTrove Clean is a normalized release of
open-thoughts/TaskTrove at revision
0292300. It contains 1,449,686 retained Harbor tasks from
1,739,326 input rows. The graders were built from Marin commit
b76d03131c.
How it was made
The conversion pipeline applies these stages:
- Pin the upstream Hugging Face revision and inventory each source's task templates.
- Keep sources with recoverable task contracts and record every source decision.
- Convert each retained row to the common Harbor layout and replace its source grader with a
typed
tests/verifier.tomlcontract executed bytasktrove-verify. - Deduplicate exact instructions within each source.
- Reject tasks with a malformed contract, missing verifier files, legacy grader dependencies, exposed solutions or long gold answers, or an invalid mode-specific shape.
- For grader modes with safe probes, reject a nonzero score for an empty answer, a non-unit score for the oracle answer, or a positive score for a negative perturbation.
- Write retained tasks to the
trainsplit and every rejected row toledger.parquet.
Conversion and cleanup are deterministic. Some published tasks declare an LLM judge for evaluation time. The release report below records the exact converters, grader modes, source decisions, rejection checks, and Docker environments in this build.
Row schema
Each row represents one retained task:
pathis the stable identifier from the upstream dataset.source,family,template_id,converter,mode,dockerfile_id,language,tags, andhas_solutionare selection and provenance fields.task_binaryis a gzip-compressed Harbor task archive.solution_binaryis an optional, separate gzip-compressed oracle-solution archive.
The task archive contains instruction.md, task.toml, environment/Dockerfile,
tests/test.sh, tests/verifier.toml, and the hidden files needed by its declared grader. The
oracle solution is never included inside task_binary.
Loading the tasks
from datasets import load_dataset
tasks = load_dataset("open-athena/task-trove", split="train")
task = tasks[0]
print(task["path"], task["source"], task["mode"])
Filter on the ordinary metadata columns before opening task_binary when selecting a source,
grader, language, or tag cohort.
Audit metadata
ledger.parquetcontainssource,path,status, anderrorfor every rejected input row.manifest.jsoncontains the pinned upstream revision, verifier commit, aggregate counts, source policy, and Dockerfile inventory.- This card is regenerated from
manifest.jsonand the release report for every publication.
License
The pinned upstream TaskTrove dataset declares the Apache 2.0 license. The source column and
release manifest retain source-level provenance for reviewing the terms that apply to a selected
cohort.
Release report
1449686 of 1739326 tasks from open-thoughts/TaskTrove @ 0292300, graded by tasktrove-verify @ b76d03131c: 43 of 93 sources, 19 converters, 12 modes, 39 distinct Dockerfiles.
By status
| status | tasks |
|---|---|
| converted | 1449686 |
| dropped_source | 212418 |
| duplicate | 54306 |
| unsupported_variant | 11929 |
| gold_in_instruction | 4850 |
| null_grader | 2703 |
| verified:empty | 2433 |
| verified:gold_leak | 990 |
| reviewed_defect | 11 |
Kept sources
| source | family | tasks | clean | main reason for the rest |
|---|---|---|---|---|
| DCAgent2__nl2bash-tasks-cleaned-oracle-v2 | shell-cmd | 1498 | 1497 | reviewed_defect (1) |
| DCAgent__code-contests-noblock | competitive-programming | 8728 | 8222 | gold_in_instruction (504) |
| DCAgent__exp_rpt_curriculum-easy | unit-test-gen | 509 | 505 | null_grader (4) |
| DCAgent__exp_rpt_curriculum-medium-v2 | unit-test-gen | 492 | 489 | null_grader (3) |
| DCAgent__exp_rpt_e2egit-large | unit-test-gen | 4998 | 4993 | unsupported_variant (5) |
| DCAgent__exp_rpt_e2egit-v2 | unit-test-gen | 487 | 487 | |
| DCAgent__exp_rpt_multifile-v3 | unit-test-gen | 4843 | 4842 | null_grader (1) |
| DCAgent__exp_rpt_pymethods2test-large-v2 | unit-test-gen | 4991 | 4990 | reviewed_defect (1) |
| DCAgent__exp_rpt_pymethods2test-v3 | unit-test-gen | 500 | 500 | |
| DCAgent__exp_rpt_stack-pytest-v2 | unit-test-gen | 500 | 495 | unsupported_variant (4) |
| DCAgent__exp_rpt_unitsyn-python-large-v2 | unit-test-gen | 4991 | 4991 | |
| DCAgent__exp_rpt_unitsyn-python-v4 | unit-test-gen | 491 | 491 | |
| DCAgent__swe_rebench_v2_patched_oracle-v2 | swe-repo | 18319 | 13559 | unsupported_variant (4756) |
| SankalpKJ__nemotron-math-oracle-filtered-v2 | math-answer | 57777 | 57383 | verified:empty (364) |
| laion__all-puzzles-v2 | math-answer | 6926 | 6719 | verified:gold_leak (202) |
| laion__codeforces-v3 | competitive-programming | 10000 | 9697 | null_grader (240) |
| laion__exp_rpt_taco-v2 | stdin-stdout | 10000 | 5116 | gold_in_instruction (2592) |
| laion__glaive-code-assistant-sandboxes-verified-v2 | llm-judge-freeform | 10000 | 9994 | duplicate (6) |
| laion__nemo-prism-math-v3 | math-answer | 2404 | 2219 | duplicate (182) |
| laion__nemotron-gym-agent-calendar-v2 | tool-use | 2699 | 2699 | |
| laion__nemotron-gym-arc-agi-python-inductive-v2 | other | 10000 | 10000 | |
| laion__nemotron-gym-arc-agi-transductive-v3 | other | 10000 | 9994 | verified:gold_leak (6) |
| laion__nemotron-gym-competitive-coding-v2 | competitive-programming | 15713 | 13973 | gold_in_instruction (1739) |
| laion__nemotron-gym-instruction-following-calendar-v3 | instruction-following | 5673 | 5673 | |
| laion__nemotron-gym-instruction-following-structured-v3 | instruction-following | 9437 | 9167 | unsupported_variant (254) |
| laion__nemotron-gym-instruction-following-v3 | instruction-following | 46391 | 46391 | |
| laion__nemotron-gym-knowledge-mcqa-v2 | qa-short-answer | 616888 | 611698 | unsupported_variant (3607) |
| laion__nemotron-gym-knowledge-openqa-v4 | qa-short-answer | 122357 | 121961 | verified:gold_leak (350) |
| laion__nemotron-gym-math-openmathreasoning-v2 | math-answer | 42636 | 42506 | verified:empty (102) |
| laion__nemotron-gym-math-stack-overflow-v3 | math-answer | 110730 | 110266 | verified:gold_leak (232) |
| laion__nemotron-gym-math-v5 | math-answer | 4096 | 3891 | verified:empty (157) |
| laion__nemotron-gym-multichallenge-advanced-v4 | llm-judge-freeform | 1068 | 1052 | duplicate (16) |
| laion__nemotron-gym-reasoning-gym-v2 | other | 14259 | 13712 | unsupported_variant (282) |
| laion__nemotron-gym-safety-v3 | llm-judge-freeform | 89066 | 44884 | duplicate (44182) |
| laion__nemotron-gym-science-so-openq-v3 | llm-judge-freeform | 150644 | 150468 | verified:gold_leak (176) |
| laion__nemotron-gym-structured-outputs-v4 | other | 53870 | 50446 | null_grader (2438) |
| laion__stackexchange-codereview-sandboxes-verified-v2 | llm-judge-freeform | 10000 | 10000 | |
| laion__stackexchange-overflow-sandboxes-verified-v2 | llm-judge-freeform | 10000 | 10000 | |
| laion__stackexchange-superuser-sandboxes-verified-v2 | llm-judge-freeform | 10000 | 10000 | |
| laion__stackexchange-tezos-sandboxes-verified-v2 | llm-judge-freeform | 10000 | 997 | duplicate (9003) |
| laion__stackexchange-unix-sandboxes-verified-v2 | llm-judge-freeform | 10000 | 10000 | |
| laion__swesmith-oracle-filtered-v2 | swe-repo | 12927 | 12720 | unsupported_variant (207) |
| laion__wizardlm-orca-v4 | llm-judge-freeform | 10000 | 9999 | reviewed_defect (1) |
Dropped sources
| source | family | tasks | reason |
|---|---|---|---|
| DCAgent__exp_rle_adversarial-v6 | unit-test-gen | 2726 | The legacy pytest grader performs source-specific Django discovery and loads extra plugins. Ten sampled empty and trivial submissions failed, but the source has no oracle and needs a custom environment adapter. |
| DCAgent__exp_rpt_nemotron-cpp | unit-test-gen | 4196 | GoogleTest tasks without shipped oracles. Sampled empty and trivial submissions failed, but some tests contain the reference implementation and others require an uninstalled doctest dependency. |
| DCAgent__inferredbugs-sandboxes-verifier | swe-repo | 9659 | Never compiles or runs; regex on the rewritten method body with guards that accept either polarity. |
| DCAgent__mix_h4_binary_easy | unit-test-gen | 1996 | Mixed verifier shapes: eight of 10 sampled empty and trivial checks timed out, and the crosscodeeval slice only checks that an import succeeds. |
| DCAgent__selfinstruct-naive-sandboxes-2-verified-v3 | shell-cmd | 6665 | Per-task LLM-written test_state.py with loose file discovery and dead code. Task ideas are usable; regenerate verifiers with an oracle/no-op gate. |
| SankalpKJ__nemotron-code-oracle-filtered | competitive-programming | 15165 | Only test is the example shown in the prompt. Oracle solutions exist, so generate hidden cases by fuzzing inputs through the oracle. |
| laion__codeelo-v2 | competitive-programming | 500 | Byte-identical generator to codeforces-v3 at 500 rows; merge, do not keep separately. |
| laion__exp_rpt_bugsinpy-v4 | swe-repo | 479 | LLM-synthesized tests against a single-file stub, with assert True placeholders. Rewrite against the real BugsInPy project suites. |
| laion__exp_rpt_codenet-python-v4 | competitive-programming | 6975 | Only 3 hidden cases and whitespace-collapsing compare. Oracle present; regenerate 20+ cases per task. |
| laion__exp_rpt_crosscodeeval-csharp-v4 | qa-short-answer | 1768 | 0.25 reward for any identifier-shaped output; instruction coaches the hack. |
| laion__exp_rpt_crosscodeeval-java-v3 | qa-short-answer | 2139 | Exact string match on a single line completion. Not agentic, no execution. |
| laion__exp_rpt_crosscodeeval-python-v2 | other | 500 | 0.25 for any non-empty output; instruction discloses the tiers. |
| laion__exp_rpt_crosscodeeval-typescript-v2 | other | 3356 | Re-skin of the Python variant with the same free 0.25 tier; metadata still says python. |
| laion__exp_rpt_ghactions-v3 | other | 9930 | Instruction lists every job and step verbatim; workflow is never executed. Transcription. |
| laion__exp_rpt_methods2test-large-v4 | unit-test-gen | 1194 | All 10 sampled shipped Java oracles failed because Maven could not resolve its plugins offline. Recovering the source requires rebuilding the Java grading environment. |
| laion__exp_rpt_nemotron-junit-v6 | unit-test-gen | 447 | 20% of sampled tasks contain unconditional fail() stubs the verifier restores. |
| laion__exp_rpt_scaffold-v3 | other | 3121 | LLM-synthesized stub-filling toys (TypeScript formatter shim, Flask hello page). Kata-grade. |
| laion__exp_rpt_stack-cpp-v4 | unit-test-gen | 7878 | Tests are lifted from real repositories with the repository stripped: sampled tasks include headers and data files that do not exist in the image, and one pastes the reference Solution class inside the test. |
| laion__exp_rpt_stack-dockerfile-gpt5mini-v7 | tool-use | 587 | 587 rows of gpt-5-mini-written per-task test scripts whose instructions describe containers that do not exist. |
| laion__exp_rpt_stack-go-v5 | unit-test-gen | 2275 | Tests import packages from the original repository (bridgr/internal/..., gosnowflake internals) that are not in the task, so most tasks are unsolvable as specified. |
| laion__exp_rpt_stack-jest-v5 | unit-test-gen | 424 | Spy-call contracts against a 90-package global npm image; 424 rows. |
| laion__exp_rpt_stack-junit-v6 | unit-test-gen | 843 | JUnit grading is real but every instruction cites a test path that does not exist and scan-class-path counts any test class. |
| laion__exp_rpt_stack-php-large-v9 | unit-test-gen | 462 | Fail-open exit paths, regex class discovery, 462 rows. |
| laion__exp_rpt_stack-pytest-large-v3 | unit-test-gen | 1782 | Stripped-repository pytest tasks without shipped oracles. Two of 10 sampled empty and trivial checks timed out, and sampled tests include truthiness-only assertions that weak stubs can satisfy. |
| laion__exp_rpt_stack-rspec-v4 | unit-test-gen | 8860 | Real Ruby test files but gems are never installed and some tasks are unsolvable offline. Bake gems and drop tasks that fail the oracle gate. |
| laion__magicoder-v4 | llm-judge-freeform | 4096 | Judge-only over a bundle of every file under /app collected by tests/collect_submission.py; the judge mode grades one answer file, so the bundle shape needs its own converter. Vague refactor prompts, nothing executed. |
| laion__mix_h10_reward_proportional-v2 | unit-test-gen | 2858 | Four of 10 sampled trivial submissions received full credit because the codereval slice tests a local mock rather than the solution. |
| laion__mix_h11_single_skill_only-v2 | unit-test-gen | 2859 | Mixed verifier shapes: eight of 10 sampled empty and trivial checks timed out; the source also contains content-free crosscodeeval slices and syntactically invalid tests. |
| laion__mix_h8_original_tests-v2 | unit-test-gen | 2848 | All 10 sampled empty and trivial checks timed out, and prior inspection found import-only test files in three of 10 tasks. |
| laion__nemotron-gym-agentic-function-calling-pivot-v3 | tool-use | 9579 | Predict-the-next-call from a frozen transcript with exact key-set match. The only tool-call data here; rewrite into executable mock-tool envs built from the transcripts. |
| laion__nemotron-gym-agentic-indirect-prompt-injection-v3 | prompt-injection | 1272 | Five of five reviewed rows use the same negative-only checker, which rewards a generic reply or unrelated action without validating the required safe continuation. |
| laion__nemotron-gym-agentic-swe-pivot-v4 | tool-use | 1541 | No repo in the container; a 9B judge rates one predicted next action. |
| laion__nemotron-gym-cfbench-v4 | instruction-following | 468 | Deterministic gate before the judge uses 31 constraint ids outside the IFEval registry (tables, heading depth, numbered lists, unique words, ...); only 328 of 1,478 tasks are gate-able today. Port the gate checks before converting. |
| laion__nemotron-gym-identity-following-v4 | instruction-following | 21660 | Persona is NVIDIA's; judge-only. Rewrite with our identity and deterministic name/language checks, or skip. |
| laion__nemotron-gym-instruction-following-adversarial-v5 | instruction-following | 1000 | Asks an LLM judge to count exactly five spelling errors. |
| laion__nemotron-gym-instruction-following-citation-v2 | instruction-following | 9033 | Grades presence of literal marker substrings; never checks the cited content. |
| laion__nemotron-gym-instruction-following-freeform-v2 | instruction-following | 8869 | Counts markdown tables and bullets; no content check. |
| laion__nemotron-gym-instruction-following-multiturnchat-v4 | instruction-following | 1982 | Required literal format contradicts the demonstrated turns; judge-only. |
| laion__nemotron-gym-inverse-ifeval-v4 | instruction-following | 1000 | Gate matches against a deliberately broken synthetic reference; then judge. |
| laion__nemotron-gym-knowledge-web-search-mcqa-v2 | qa-short-answer | 2915 | Promises web search but ships no tool. Worth rewriting as a real search-tool env; otherwise it is a 3k duplicate of mcqa. |
| laion__nemotron-gym-litmus-bench-v2 | math-answer | 5232 | Instruction asks for ((answer)), verifier greps boxed or last number; SMILES tasks with no RDKit. Fix format contract and install cheminformatics. |
| laion__nemotron-gym-math-advanced-calculations-v4 | math-answer | 5291 | Instruction refers to tools that do not exist and only the last number is graded. Ground-truth expression tree is present, so rewrite with a calculator tool and grade every subexpression. |
| laion__nemotron-gym-multichallenge-vanilla-v3 | llm-judge-freeform | 1050 | Single subjective criterion with 'Expected answer: YES' embedded in the judge prompt. |
| laion__nemotron-gym-qa-abstention-v4 | qa-short-answer | 3150 | Abstention is never rewarded so the framing is dead, reference leaks into judge text, and it duplicates openqa. |
| laion__nemotron-gym-sysbench-v4 | instruction-following | 1010 | Deterministic gate before the judge uses 31 constraint ids outside the IFEval registry (tables, heading depth, numbered lists, unique words, ...); only 328 of 1,478 tasks are gate-able today. Port the gate checks before converting. |
| laion__openswe-tasks-patched-v7-oracle-success | swe-repo | 11730 | No FAIL_TO_PASS ids: the v7 verifier scores whichever tests its custom pytest guard plugin saw execute, and the repository is cloned by a root-level setup script at agent time. Needs its own converter. |
| laion__r2egym-patched-full-oracle-v3 | swe-repo | 2574 | Grades by overlap between test_info.json and expected_output_json rather than by pytest node id; not the trusted-paths shape the swe converters handle. |
| laion__swegym-tasks-patched-validated-v5 | swe-repo | 2428 | Image ships no repository: the instruction clones it and runs make init at agent time, and the old grader pip-installed requirements again at grading time. Sampled oracles fail on missing dependencies and the empty check cannot start. |
| laion__toolscale-v4 | tool-use | 4048 | Good design (offline tool service) but the CLI script embeds the gold calls and answer, and the prompt states the conclusion. Move the fixture behind a server and strip the success criteria. |
| laion__tulu3-sft-personas-math-sandboxes-verified-v3 | math-answer | 9998 | Easy SFT persona math, gold in plaintext, carries the terminal-bench canary. |
By converter
| converter | clean | rejected | dockerfiles |
|---|---|---|---|
| agent_calendar | 2699 | 0 | 1 |
| all_puzzles | 6719 | 207 | 2 |
| code_contests | 8222 | 0 | 1 |
| codeforces | 9697 | 48 | 1 |
| judge_rubric | 105874 | 53191 | 4 |
| nemotron_competitive | 13973 | 0 | 1 |
| nemotron_if_structured | 14840 | 0 | 2 |
| nemotron_ifeval | 46391 | 0 | 1 |
| nemotron_math | 216265 | 1377 | 2 |
| nemotron_mcqa | 611698 | 1582 | 1 |
| nemotron_multichallenge | 1052 | 16 | 1 |
| nemotron_openqa | 272429 | 572 | 1 |
| nemotron_reasoning | 33706 | 271 | 3 |
| nemotron_structured_outputs | 50446 | 462 | 2 |
| nl2bash | 1497 | 0 | 1 |
| python_unit_tests | 22783 | 0 | 5 |
| swe_patched | 13559 | 3 | 14 |
| swe_trusted_paths | 12720 | 0 | 2 |
| taco | 5116 | 0 | 1 |
Dockerfiles
| id | base image | tasks | converters | sources |
|---|---|---|---|---|
| 7aee1955b736 | python:3.11-slim-bookworm | 690428 | nemotron_mcqa (611698), nemotron_ifeval (46391), nemotron_competitive (13973), nemotron_reasoning (9994), nemotron_if_structured (5673), agent_calendar (2699) | 6 |
| e9270f2c1573 | python:3.12-slim-bookworm | 318365 | nemotron_openqa (272429), judge_rubric (44884), nemotron_multichallenge (1052) | 4 |
| 7ebf98ecd2fd | python:3.11-slim-bookworm | 212374 | nemotron_math (212374) | 4 |
| 049de4a4051e | ubuntu:24.04 | 40997 | judge_rubric (40997) | 5 |
| 49879a65e274 | python:3.11-slim-bookworm | 33631 | nemotron_structured_outputs (33631) | 1 |
| 5f4521cd7ffa | python:3.11-slim-bookworm | 16815 | nemotron_structured_outputs (16815) | 1 |
| 6d77b5c24d4c | python:3.11-slim-bookworm | 13712 | nemotron_reasoning (13712) | 1 |
| 6bbc92a19d6e | python:3.10-bookworm | 12191 | swe_trusted_paths (12191) | 1 |
| 6c4268eaf683 | python:3.10-slim | 11467 | python_unit_tests (11467) | 5 |
| 511528c45654 | python:3.11-slim-bookworm | 10000 | nemotron_reasoning (10000) | 1 |
| 161f75c9e8c0 | ubuntu:24.04 | 9999 | judge_rubric (9999) | 1 |
| a586757c3643 | ubuntu:24.04 | 9994 | judge_rubric (9994) | 1 |
| 43963417e109 | python:3.10-slim | 9697 | codeforces (9697) | 1 |
| 58af8699e4d0 | python:3.11-slim-bookworm | 9167 | nemotron_if_structured (9167) | 1 |
| fceb5c7f23dc | ubuntu:24.04 | 8222 | code_contests (8222) | 1 |
| ae9228630cae | python:3.10-slim | 5480 | python_unit_tests (5480) | 2 |
| 5458c53ac683 | python:3.11-slim-bookworm | 5331 | python_unit_tests (5331) | 2 |
| 3f4ad4c6f411 | python:3.10-slim | 5116 | taco (5116) | 1 |
| 72298b522224 | python:3.10-bookworm | 4834 | swe_patched (4834) | 1 |
| 629cc1983f1c | golang:1.23-bookworm | 4086 | swe_patched (4086) | 1 |
| 30aacebaf171 | python:3.11-slim-bookworm | 3891 | nemotron_math (3891) | 1 |
| 59f4a4193b71 | python:3.10-slim | 3669 | all_puzzles (3669) | 1 |
| 816f4d2c91cd | python:3.10-slim | 3050 | all_puzzles (3050) | 1 |
| b86179e3733c | rust:1.84-bookworm | 1837 | swe_patched (1837) | 1 |
| fd46f9c11b2f | ubuntu:24.04 | 1497 | nl2bash (1497) | 1 |
| a1daae1734cb | eclipse-temurin:21-jdk-jammy | 1133 | swe_patched (1133) | 1 |
| b17e642d82f8 | python:3.9-bookworm | 638 | swe_patched (638) | 1 |
| 63cea345c259 | julia:1.10-bookworm | 599 | swe_patched (599) | 1 |
| 46d84a733986 | python:3.11-bookworm | 529 | swe_trusted_paths (529) | 1 |
| 35cb29377a88 | ubuntu:24.04 | 495 | python_unit_tests (495) | 1 |
| 848ec1dbfa78 | swift:5.10 | 266 | swe_patched (266) | 1 |
| 09816786530c | gcc:13-bookworm | 50 | swe_patched (50) | 1 |
| 68fff6718dd6 | dart:stable | 46 | swe_patched (46) | 1 |
| a6513b93c96e | php:8.3-bookworm | 18 | swe_patched (18) | 1 |
| 28f059c03ac4 | mcr.microsoft.com/dotnet/sdk:8.0 | 17 | swe_patched (17) | 1 |
| 19a18711b6cd | elixir:1.16 | 17 | swe_patched (17) | 1 |
| 5cf4a9f1db56 | nickblah/lua:5.4-luarocks-debian | 14 | swe_patched (14) | 1 |
| 7d01a21eadb6 | python:3.10-slim | 10 | python_unit_tests (10) | 1 |
| aac29b020926 | ocaml/opam:debian-12-ocaml-5.1 | 4 | swe_patched (4) | 1 |
By mode
| mode | tasks |
|---|---|
| mcq | 611698 |
| judge | 379355 |
| math | 219315 |
| ifeval | 46391 |
| json-schema | 42798 |
| pytest | 40975 |
| stdio | 37008 |
| script | 27956 |
| xml-elements | 14013 |
| reasoning-gym | 13712 |
| exact | 13663 |
| csv-columns | 2802 |
By tag
| tag | tasks |
|---|---|
| nemotron | 1263499 |
| qa | 884127 |
| mcq | 611698 |
| judge | 379355 |
| openqa | 272429 |
| reference | 272429 |
| math | 216265 |
| science | 150468 |
| code | 126064 |
| knowledge | 121961 |
| rubric | 105874 |
| no-reference | 105874 |
| instruction-following | 56610 |
| structured-outputs | 50446 |
| ifeval | 46391 |
| safety | 44884 |
| json-schema | 42798 |
| stackexchange | 40997 |
| competitive-programming | 37008 |
| stdio | 37008 |
| reasoning | 33706 |
| python | 28255 |
| swe | 26279 |
| swe-repo | 26279 |
| unit-test | 22783 |
| kata | 22783 |
| arc-agi | 19994 |
| json | 15652 |
| yaml | 14509 |
| xml-elements | 14013 |
| xml | 14013 |
| reasoning-gym | 13712 |
| patched | 13559 |
| trusted-test-paths | 12720 |
| shell | 11497 |
| grid-transform | 10000 |
| unix | 10000 |
| stackoverflow | 10000 |
| superuser | 10000 |
| codereview | 10000 |
| general-assistant | 9999 |
| grid-match | 9994 |
| code-assistant | 9994 |
| codeforces | 9697 |
| structured-output | 9167 |
| tool-use | 8372 |
| calendar | 8372 |
| scheduling | 8372 |
| state-tracking | 8372 |
| code-contests | 8222 |
| script-fallback | 8087 |
| puzzle | 6719 |
| laion | 6719 |
| taco | 5116 |
| go | 4086 |
| toml | 3470 |
| alphabetical-sorting | 3110 |
| csv-columns | 2802 |
| csv | 2802 |
| rust | 1837 |
| special-judge | 1744 |
| bash | 1497 |
| nl2bash | 1497 |
| terminal | 1497 |
| dcagent2 | 1497 |
| multi-turn | 1052 |
| checklist | 1052 |
| tezos | 997 |
| binary-alternation | 941 |
| basic-arithmetic | 920 |
| advanced-geometry | 889 |
| count-primes | 884 |
| acre | 703 |
| java | 660 |
| julia | 599 |
| kotlin | 446 |
| swift | 266 |
| zebra-puzzles | 178 |
| aiw | 177 |
| tsumego | 175 |
| leg-counting | 164 |
| number-format | 161 |
| string-manipulation | 161 |
| knight-swap | 161 |
| course-schedule | 160 |
| ab | 160 |
| syllogism | 158 |
| spiral-matrix | 156 |
| word-sequence-reversal | 156 |
| number-filtering | 155 |
| figlet-font | 155 |
| codeio | 153 |
| letter-jumble | 152 |
| decimal-chain-sum | 152 |
| modulo-grid | 152 |
| calendar-arithmetic | 152 |
| polynomial-multiplication | 152 |
| manipulate-matrix | 151 |
| prime-factorization | 151 |
| ransom-note | 151 |
| count-bits | 150 |
| simple-geometry | 150 |
| rotten-oranges | 149 |
| gcd | 149 |
| family-relationships | 148 |
| mini-sudoku | 148 |
| word-sorting | 148 |
| survo | 148 |
| letter-counting | 148 |
| game-of-life-halting | 147 |
| simple-integration | 147 |
| mahjong-puzzle | 147 |
| needle-haystack | 147 |
| simple-equations | 147 |
| string-insertion | 147 |
| time-intervals | 146 |
| number-sorting | 146 |
| bf | 146 |
| dice | 145 |
| gsm-symbolic | 145 |
| pool-matrix | 145 |
| cryptarithm | 145 |
| game-of-life | 144 |
| bitwise-arithmetic | 143 |
| palindrome-generation | 142 |
| spell-backward | 142 |
| lcm | 141 |
| circuit-logic | 141 |
| fraction-simplification | 141 |
| emoji-mystery | 140 |
| word-ladder | 140 |
| kakurasu | 140 |
| sokoban | 139 |
| group-anagrams | 139 |
| palindrome-partitioning | 138 |
| maze | 137 |
| isomorphic-strings | 137 |
| arc-1d | 137 |
| rectangle-count | 136 |
| sentence-reordering | 136 |
| shortest-path | 136 |
| caesar-cipher | 135 |
| number-sequence | 135 |
| rotate-matrix | 134 |
| polynomial-equations | 132 |
| color-cube-rotation | 132 |
| base-conversion | 132 |
| list-functions | 131 |
| knights-knaves | 131 |
| power-function | 130 |
| largest-island | 130 |
| n-queens | 130 |
| sudoku | 129 |
| complex-arithmetic | 129 |
| binary-matrix | 128 |
| countdown | 127 |
| puzzle24 | 127 |
| products | 127 |
| decimal-arithmetic | 126 |
| futoshiki | 125 |
| chain-sum | 124 |
| self-reference | 124 |
| jugs | 123 |
| intermediate-integration | 122 |
| quantum-lock | 121 |
| coin-flip | 104 |
| string-synthesis | 103 |
| string-splitting | 102 |
| tower-of-hanoi | 61 |
| dart | 46 |
| c | 40 |
| scala | 27 |
| php | 18 |
| csharp | 17 |
| elixir | 17 |
| lua | 14 |
| cpp | 10 |
| ocaml | 4 |
Verifier rejections by check
| check | tasks |
|---|---|
| empty | 2433 |
| gold_leak | 990 |
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