I implemented meta paper [P]

Reddit r/MachineLearning / 5/2/2026

💬 OpinionDeveloper Stack & InfrastructureTools & Practical UsageModels & Research

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Key Points

The author says they built a minimal public implementation of Meta AI paper [P], focusing on the core PDR+RTV pipeline.
They created a project that runs the Gemini 3.1 Pro model and evaluates it on the SWE benchmark, while noting the paper uses additional benchmarks and models.
The implementation is not fully standalone and requires a Gemini API key to run.
The post claims there was no existing public implementation of the paper at the time of writing, so the repo aims to make experimentation easier for others.
GitHub and arXiv links are provided for the code and the paper reference, respectively.

As far as I know, there is no public implementation of this paper yet, so I built a minimal research implementation of the core PDR+RTV pipeline.

I made project to run gemini-3.1-pro model and test on SWE benchmark(In paper, there is one more benchmark and used models such as opus and more)

Need gemini-api-key to run.