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‎README.md‎

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## Table of Contents
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- [Overview](#overview)
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- [Quick Setup](#quick-setup)
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- [REPL Environments](#repl-environments)
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- [Local Environments](#local-environments)
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- [Docker](#docker-img-srcgithubcomdockerpng-altdocker-height20-stylevertical-align-middle-requires-docker-installed)
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- [Isolated Environments](#isolated-environments)
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- [Modal Sandboxes](#modal-sandboxes-img-srcgithubcommodal-labspng-altmodal-height20-stylevertical-align-middle)
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- [Prime Intellect Sandboxes](#prime-intellect-sandboxes-img-srcgithubcomprimeintellect-aipng-altprime-intellect-height20-stylevertical-align-middle)
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- [Model Providers](#model-providers)
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- [Relevant Reading](#relevant-reading)
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- [Optional Debugging: Visualizing RLM Trajectories](#optional-debugging-visualizing-rlm-trajectories)
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## Overview
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Recursive Language Models (RLMs) are a task-agnostic inference paradigm for language models (LMs) to handle near-infinite length contexts by enabling the LM to *programmatically* examine, decompose, and recursively call itself over its input. RLMs replace the canonical `llm.completion(prompt, model)` call with a `rlm.completion(prompt, model)` call. RLMs offload the context as a variable in a REPL environment that the LM can interact with and launch sub-LM calls inside of.
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