OT Validated RL datasets
Collection
RL datasets (mostly agentic) that were validated with oracle solutions. Validation protocol: https://gist.github.com/marianna13/f9bc94d2ecb39c302c6c9b • 12 items • Updated
path stringlengths 22 22 | task_binary unknown | task_id stringlengths 22 22 | instruction stringlengths 2k 12k | sif_image stringclasses 1
value | in_overfit_train bool 2
classes | in_diagnostic_validation bool 2
classes |
|---|---|---|---|---|---|---|
curriculum-medium-0000 | [
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... | curriculum-medium-0000 | ### MEDIUM: Implement compatibility helpers in ddtrace
Task
Implement a small Python compatibility module for ddtrace that works across Python 2 and Python 3. The tests will import:
- from ddtrace.compat import to_unicode, PY2, reraise, get_connection_response
What to implement and where
- Create a Python package un... | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | false | false |
curriculum-medium-0001 | [
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... | curriculum-medium-0001 | ```markdown
MEDIUM DIFFICULTY TASK: Deterministic swimmer ABM as a single-file Python module
Goal
Implement a small, deterministic agent-based model (ABM) of swimmers as a single Python module. The solution must live at /app/, in a single file named swimmer_abm.py, and expose a simple public API described below.
Loca... | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | false | false |
curriculum-medium-0002 | [
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... | curriculum-medium-0002 | # MEDIUM: Cite-seq preprocessing utilities
You will implement a Python package that provides robust preprocessing helpers used by tests. The solution must live under a package named `cite_seq_count` inside the `/app/` directory and expose a module `preprocessing` with the required functions.
What to build
- Create a ... | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | false | false |
curriculum-medium-0003 | [
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... | curriculum-medium-0003 | ### MEDIUM difficulty rewrite
Task: Implement a small Python module that provides a factorial function and passes the given tests. The solution must be self-contained, use only standard library features, and be written in a single file located at `/app/factorial_example.py` (or as a package `/app/factorial_example/` w... | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | false | false |
curriculum-medium-0004 | [
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... | curriculum-medium-0004 | ### MEDIUM: Lightweight I/O buffering in a single-file module (placed under /app)
Goal
Implement lightweight I/O buffering utilities as a single Python module at `/app/thriftrw.py` (not a package). Expose a minimal API that mirrors the described behavior, suitable for tests that import from a single module.
What to i... | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | true | false |
curriculum-medium-0005 | "ZW52aXJvbm1lbnQvAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA(...TRUNCATED) | curriculum-medium-0005 | "### MEDIUM: Implement a compact gretel_synthetics tokenization package (single-file)\n\nGoal\n- Cre(...TRUNCATED) | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | false | false |
curriculum-medium-0007 | "ZW52aXJvbm1lbnQvAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA(...TRUNCATED) | curriculum-medium-0007 | "# MEDIUM: Axis password/group management API (Python package)\n\nGoal\n- Implement a small Python p(...TRUNCATED) | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | false | false |
curriculum-medium-0008 | "ZW52aXJvbm1lbnQvAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA(...TRUNCATED) | curriculum-medium-0008 | "# Medium Difficulty Task: Implement a pure-Python, non-destructive mergesort with a merge helper\n\(...TRUNCATED) | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | false | false |
curriculum-medium-0009 | "ZW52aXJvbm1lbnQvAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA(...TRUNCATED) | curriculum-medium-0009 | "# MEDIUM: 2D Diffusion Task (single-file)\n\nTask: Implement a Python module diffusion2d.py (placed(...TRUNCATED) | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | true | false |
curriculum-medium-0010 | "ZW52aXJvbm1lbnQvAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA(...TRUNCATED) | curriculum-medium-0010 | "Here is a MEDIUM-difficulty rewrite of the task. It keeps the core requirements but adds input vali(...TRUNCATED) | sif-images/853a7115359f6524--build_8fbe1bcf88bf6d03.sif | false | false |
End of preview. Expand in Data Studio
TaskTrove Curriculum Medium v2: rootless Apptainer runtime release
This release contains 489 runnable Harbor tasks from open-thoughts/TaskTrove/DCAgent__exp_rpt_curriculum-medium-v2@946884702046be1a7dcea2638186ad6b0d2ea103 and bundles the exact aarch64 SIF images used on Jupiter with rootless Apptainer 1.4.5. Task contents are byte-identical to the selected upstream task archives.
0 source tasks are excluded for missing required task/verifier files. The source does not provide reference solutions, so this is a production-runtime-tested release rather than an all-task oracle-certified Gate-1 release. The validation summary preserves that distinction.
Contents
tasks.parquet: deterministic Harbor task payloads.tasks.tar.zst: materialized task directories.sif-images/: 1 content-addressed aarch64 image(s), 0.36 GiB total.manifests/: compatible tasks, routing, exclusions, splits, and patches.validation/summary.json: exact validation scope and limitations.scripts/materialize_release.py: fresh runtime materializer.SHA256SUMS: checksums for every published file.
Use with Harbor
hf download laion/tasktrove-curriculum-medium-v2-rootless-apptainer --repo-type dataset --local-dir release
cd release && sha256sum -c SHA256SUMS
python scripts/materialize_release.py --runtime-root runtime
harbor run -p runtime/tasks -e apptainer --environment-kwarg sif_cache=$PWD/runtime/sif-cache ...
The images are aarch64, not x86_64. See dataset_manifest.json and provenance/ for immutable source and Harbor-runtime details.
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