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FineEnvs 's Collections
RL Envs 101
MiMo-V2.6-RL in Harbor
SmolDataEnvs
Repo2RLEnv — Verifiable RL Environments
LaTeX OCR
GeoGuesser Env
Paint with Code
Data Agent
FineEnvs Academy

SmolDataEnvs

updated 3 days ago

5.5K+ RL tasks for hill-climbing small models in code and data science. Deterministic grading, no LLM judge.

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8

  • FineEnvs/SmolDataEnvs

    RL Environment • Updated about 17 hours ago • 5.39k • 3.38k • 63

  • FineEnvs/SmolDataEnvs-sft

    Viewer • Updated 6 days ago • 4.68k • 273 • 1

  • FineEnvs/SmolDataEnvs-harbor-train

    RL Environment • Updated about 17 hours ago • 4.35k • 3

  • FineEnvs/SmolDataEnvs-harbor-test

    RL Environment • Updated 6 days ago • 721

  • FineEnvs/SmolDataEnvs-harbor-eval

    RL Environment • Updated about 17 hours ago • 623

  • Running
    Agents

    SmolDataEnvs train logs

    📈

    GRPO training logs for Qwen3.5 on SmolDataEnvs

    Note Trackio logs for the GRPO runs behind the curves on the dataset cards.


  • FineEnvs/SmolDataEnvs-multiharness-sft

    Preview • Updated 3 days ago • 159 • 2
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8
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