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- Arpandeep Khatua
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This is the very first step of the *SWE-smith Multilingual* effort - we're a team working in the open with the aim of expanding SWE-bench style task collection to non-Python programming languages.
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This is the very first step of the **SWE-smith Multilingual** effort - we're a team working in the open with the aim of expanding SWE-bench style task collection to non-Python programming languages.
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We've expanded [SWE-Smith](https://github.com/SWE-bench/SWE-smith) to support JavaScript, generating and validating 6,099 synthetic bug patches across 74 popular JS repositories.
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Here's what to expect in the coming months:
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1. Get automatic repository installation + procedural modifications working for new languages. On our roadmap: JavaScript, TypeScript, Java, Rust, Golang, C++
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2. Run LM based bug generation methods for all added repositories.
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3. Run experiments to better understand the impact of programming languages and repositories on model training dynamics and downstream performance on coding tasks.

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