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

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

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

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

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

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

Opengraph URL: https://github.com/AVAudioVision/RecursiveMAS

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AVAudioVision	https://github.com/AVAudioVision
RecursiveMAS	https://github.com/AVAudioVision/RecursiveMAS
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README.md	https://github.com/AVAudioVision/RecursiveMAS/blob/main/README.md
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system_loader.py	https://github.com/AVAudioVision/RecursiveMAS/blob/main/system_loader.py
system_loader.py	https://github.com/AVAudioVision/RecursiveMAS/blob/main/system_loader.py
README	https://github.com/AVAudioVision/RecursiveMAS
	https://github.com/AVAudioVision/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://x.com/Jiaru_Zou/status/2049551828296389118
	https://github.com/AVAudioVision/RecursiveMAS#-news
collaboration styles	https://huggingface.co/RecursiveMAS/collections
model checkpoints	https://huggingface.co/RecursiveMAS/models
examplified downstream inference	https://github.com/RecursiveMAS/RecursiveMAS
RecursiveMAS paper	https://huggingface.co/papers/2604.25917
	https://github.com/AVAudioVision/RecursiveMAS#-introduction
	https://github.com/AVAudioVision/RecursiveMAS/blob/main/assets/exps.png
	https://github.com/AVAudioVision/RecursiveMAS#-supported-features
	https://github.com/AVAudioVision/RecursiveMAS#️-environment-setup
	https://github.com/AVAudioVision/RecursiveMAS#-quick-start
	https://github.com/AVAudioVision/RecursiveMAS#-load-model-checkpoints
Sequential-Style (Light) MAS Collection	https://huggingface.co/collections/RecursiveMAS/sequential-style-recursivemas
	https://github.com/AVAudioVision/RecursiveMAS#sequential-style-light-mas-collection
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Sequential-Light-Planner-Qwen3-1.7B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Sequential-Light-Critic-Llama3.2-1B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Sequential-Light-Solver-Qwen2.5-Math-1.5B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Sequential-Light-Outerlinks
Sequential-Style (Scaled) MAS Collection	https://huggingface.co/collections/RecursiveMAS/sequential-style-recursivemas
	https://github.com/AVAudioVision/RecursiveMAS#sequential-style-scaled-mas-collection
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Sequential-Scaled-Planner-Gemma3-4B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Sequential-Scaled-Critic-Llama3.2-3B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Sequential-Scaled-Solver-Qwen3.5-4B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Sequential-Scaled-Outerlinks
Mixture-Style MAS Collection	https://huggingface.co/collections/RecursiveMAS/mixture-style-recursivemas
	https://github.com/AVAudioVision/RecursiveMAS#mixture-style-mas-collection
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Mixture-Math-DeepSeek-R1-Distill-Qwen-1.5B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Mixture-Code-Qwen2.5-Coder-3B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Mixture-Science-BioMistral-7B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Mixture-Summarizer-Qwen3.5-2B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Mixture-Outerlinks
Distillation-Style MAS Collection	https://huggingface.co/collections/RecursiveMAS/distillation-style-recursivemas
	https://github.com/AVAudioVision/RecursiveMAS#distillation-style-mas-collection
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Distillation-Expert-Qwen3.5-9B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Distillation-Learner-Qwen3.5-4B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Distillation-Outerlinks
Deliberation-Style MAS Collection	https://huggingface.co/collections/RecursiveMAS/deliberation-style-recursivemas
	https://github.com/AVAudioVision/RecursiveMAS#deliberation-style-mas-collection
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Deliberation-Reflector-Qwen3.5-4B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Deliberation-Toolcaller-Qwen3.5-4B
🤗 HuggingFace	https://huggingface.co/RecursiveMAS/Deliberation-Outerlinks
	https://github.com/AVAudioVision/RecursiveMAS#-clone-the-repository
	https://github.com/AVAudioVision/RecursiveMAS#️-running-recursivemas-at-different-scales
	https://github.com/AVAudioVision/RecursiveMAS#-exploring-various-collaboration-patterns
	https://github.com/AVAudioVision/RecursiveMAS#-acknowledgements
vLLM	https://github.com/vllm-project/vllm
ARPO	https://github.com/RUC-NLPIR/ARPO
TextGrad	https://github.com/zou-group/textgrad
	https://github.com/AVAudioVision/RecursiveMAS#-citation
recursivemas.github.io	https://recursivemas.github.io
Readme	https://github.com/AVAudioVision/RecursiveMAS#readme-ov-file
Please reload this page	https://github.com/AVAudioVision/RecursiveMAS
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