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Dataset Description

This dataset is a heavily filtered version of all the SWE-bench/SWE-smith-lang datasets (expect php) merged together (originally 88k rows total), it aims to improve benchmark results on DeepSWE-style problems, benchmarks, and general coding skills.

It is specifically filtered for rows with very complex/long code problems in the original datasets, having an average row size of 101.81kb, a total uncompressed size of 4.29GB, and 42529 examples total.

Dataset Details

  • Curated by: MoreThought
  • Funded by: MoreThought
  • Shared by: MoreThought
  • License: MIT

Dataset Sources

Repositorys: - https://huggingface.co/datasets/SWE-bench/SWE-smith-py - https://huggingface.co/datasets/SWE-bench/SWE-smith-go - https://huggingface.co/datasets/SWE-bench/SWE-smith-rs - https://huggingface.co/datasets/SWE-bench/SWE-smith-ts - https://huggingface.co/datasets/SWE-bench/SWE-smith-js - https://huggingface.co/datasets/SWE-bench/SWE-smith-cpp - https://huggingface.co/datasets/SWE-bench/SWE-smith-java

Paper:

Uses

  • Improving benchmark results

  • Improving general coding capabilities

  • Training software engineering/coding agents

  • Improving long-context coding

Important

Do NOT try to use this dataset along with other variants or even versions of it if you don't want overlapping examples.

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Collection including MoreThought/DeepSWEGym-Edu

Paper for MoreThought/DeepSWEGym-Edu