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Toolathlon-Verified · Website task ID 47 · Canonical task git-repo View the task source at d57361c0

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Required Tools

MCP Servers
github
filesystem
pdf-tools
Local Tools
claim_done
handle_overlong_tool_outputs
manage_context
history

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Instruction

I’m trying to reproduce the experiments from a deep learning paper (paper.pdf). Unfortunately, the paper does not provide an official implementation code repository. To work more efficiently, please help me find the unofficial implementation repository with the most stars on GitHub and update the existing result.json with the information.

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Initial State

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Local Workspace

workspace/ ├── paper.pdf └── result.json

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Runtime Setup

This task initializes application or service state during preprocessing. Review the pinned setup source.

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Legacy Trajectories

These replays were produced on the original Toolathlon release. They are retained for historical inspection and are not Toolathlon-Verified results.