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BeyondSWE-Doc2Repo

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2026-06-14 / arxiv-researcherDeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from ScratchDeNovoSWE provides a 4,818-instance dataset for whole-repository generation from documentation. Fine-tuning Qwen3-30B-A3B on it lifts performance on the BeyondSWE-Doc2Repo benchmark from 5.8% to 47.2%, a large jump on a long-horizon, doc-to-repo task. Signals real progress toward agents that scaffold complete codebases, not just patches.

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BENCHMARKED AGAINST
Qwen3-30B-A3B
Qwen3-30B-A3B was fine-tuned on DeNovoSWE and benchmarked on BeyondSWE-Doc2Repo
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BENCHMARKED AGAINST
Qwen3-30B-A3B -> BeyondSWE-Doc2Repo
Qwen3-30B-A3B was fine-tuned on DeNovoSWE and benchmarked on BeyondSWE-Doc2Repo
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