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Title: GitHub - hartsock/RecursiveMAS: Offical Implementation for "Recursive Multi-Agent Systems" Β· GitHub

Open Graph Title: GitHub - hartsock/RecursiveMAS: Offical Implementation for "Recursive Multi-Agent Systems"

X Title: GitHub - hartsock/RecursiveMAS: Offical Implementation for "Recursive Multi-Agent Systems"

Description: Offical Implementation for "Recursive Multi-Agent Systems" - hartsock/RecursiveMAS

Open Graph Description: Offical Implementation for "Recursive Multi-Agent Systems" - hartsock/RecursiveMAS

X Description: Offical Implementation for "Recursive Multi-Agent Systems" - hartsock/RecursiveMAS

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system_loader.pyhttps://github.com/hartsock/RecursiveMAS/blob/main/system_loader.py
READMEhttps://github.com/hartsock/RecursiveMAS
https://github.com/hartsock/RecursiveMAS#scaling-agent-collaboration-through-latent-space-recursion
https://arxiv.org/abs/2604.25917
https://huggingface.co/papers/2604.25917
https://recursivemas.github.io/
https://github.com/RecursiveMAS/RecursiveMAS
https://huggingface.co/RecursiveMAS/collections
https://huggingface.co/RecursiveMAS/models
https://www.linkedin.com/posts/jiaruzou_recursivemas-recurisvelearning-multiagentsystems-ugcPost-7455645681341493248-ioLJ/?utm_source=share&utm_medium=member_desktop&rcm=ACoAADc5TzgBN_tNOuzpi7kE7n6dZ0y13EkxZOs
https://x.com/Jiaru_Zou/status/2049551828296389118
https://venturebeat.com/ai/how-recursivemas-speeds-up-multi-agent-inference-by-2-4x-and-reduces-token-usage-by-75
https://github.com/hartsock/RecursiveMAS#-news
VentureBeat articlehttps://t.co/KSQwBwpC4W
πŸ€— HuggingFace 1st Paper of the Week/Dayhttps://huggingface.co/papers/2604.25917
collaboration styleshttps://huggingface.co/RecursiveMAS/collections
model checkpointshttps://huggingface.co/RecursiveMAS/models
examplified downstream inferencehttps://github.com/RecursiveMAS/RecursiveMAS
RecursiveMAS paperhttps://huggingface.co/papers/2604.25917
https://github.com/hartsock/RecursiveMAS#-introduction
https://github.com/hartsock/RecursiveMAS/blob/main/assets/exps.png
https://github.com/hartsock/RecursiveMAS#-supported-features
https://github.com/hartsock/RecursiveMAS#️-environment-setup
https://github.com/hartsock/RecursiveMAS#-quick-start
https://github.com/hartsock/RecursiveMAS#-load-model-checkpoints
Sequential-Style (Light) MAS Collectionhttps://huggingface.co/collections/RecursiveMAS/sequential-style-recursivemas
https://github.com/hartsock/RecursiveMAS#sequential-style-light-mas-collection
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Light-Planner-Qwen3-1.7B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Light-Critic-Llama3.2-1B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Light-Solver-Qwen2.5-Math-1.5B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Light-Outerlinks
Sequential-Style (Scaled) MAS Collectionhttps://huggingface.co/collections/RecursiveMAS/sequential-style-recursivemas
https://github.com/hartsock/RecursiveMAS#sequential-style-scaled-mas-collection
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Scaled-Planner-Gemma3-4B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Scaled-Critic-Llama3.2-3B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Scaled-Solver-Qwen3.5-4B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Scaled-Outerlinks
Mixture-Style MAS Collectionhttps://huggingface.co/collections/RecursiveMAS/mixture-style-recursivemas
https://github.com/hartsock/RecursiveMAS#mixture-style-mas-collection
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Math-DeepSeek-R1-Distill-Qwen-1.5B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Code-Qwen2.5-Coder-3B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Science-BioMistral-7B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Summarizer-Qwen3.5-2B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Outerlinks
Distillation-Style MAS Collectionhttps://huggingface.co/collections/RecursiveMAS/distillation-style-recursivemas
https://github.com/hartsock/RecursiveMAS#distillation-style-mas-collection
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Distillation-Expert-Qwen3.5-9B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Distillation-Learner-Qwen3.5-4B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Distillation-Outerlinks
Deliberation-Style MAS Collectionhttps://huggingface.co/collections/RecursiveMAS/deliberation-style-recursivemas
https://github.com/hartsock/RecursiveMAS#deliberation-style-mas-collection
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Deliberation-Reflector-Qwen3.5-4B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Deliberation-Toolcaller-Qwen3.5-4B
πŸ€— HuggingFacehttps://huggingface.co/RecursiveMAS/Deliberation-Outerlinks
https://github.com/hartsock/RecursiveMAS#-clone-the-repository
https://github.com/hartsock/RecursiveMAS#️-running-recursivemas-at-different-scales
https://github.com/hartsock/RecursiveMAS#-exploring-various-collaboration-patterns
https://github.com/hartsock/RecursiveMAS#-acknowledgements
vLLMhttps://github.com/vllm-project/vllm
ARPOhttps://github.com/RUC-NLPIR/ARPO
TextGradhttps://github.com/zou-group/textgrad
https://github.com/hartsock/RecursiveMAS#-citation
recursivemas.github.iohttps://recursivemas.github.io
Readme https://github.com/hartsock/RecursiveMAS#readme-ov-file
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