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# EnvLoop Research
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EnvLoop builds environments and evaluation for agents. EnvLoop Research publishes the models, benchmarks and code
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behind that work, with pre-registered evaluation and the data needed to check the numbers.
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Homepage: [www.envloop.ai](https://www.envloop.ai) · Contact: [research@envloop.ai](mailto:research@envloop.ai)
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## Releases
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**PersonaRSI** — a calibrated fast-decision model for personal agents with long-term memory, and the benchmark it was
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evaluated on.
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- Paper (PDF): [persona-rsi.pdf](https://github.com/EnvLoop/PersonaRSI/blob/main/docs/tech-report/persona-rsi.pdf)
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- Model: [EnvLoop/PersonaRSI-27B-LoRA](https://huggingface.co/EnvLoop/PersonaRSI-27B-LoRA) (gated, non-commercial research)
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- Benchmark: [EnvLoop/PersonaRSI-Bench](https://huggingface.co/datasets/EnvLoop/PersonaRSI-Bench) (gated, non-commercial research)
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- Leaderboard: [EnvLoop/PersonaRSI-Leaderboard](https://huggingface.co/spaces/EnvLoop/PersonaRSI-Leaderboard)
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- Code and pre-registration: [github.com/EnvLoop/PersonaRSI](https://github.com/EnvLoop/PersonaRSI)
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