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

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

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

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

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

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

Mail addresses
jiaru@stanford.edu

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

X: @github

direct link

Domain: Github.com

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inferencehttps://Github.com/RecursiveMAS/RecursiveMAS/tree/main/inference
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README.mdhttps://Github.com/RecursiveMAS/RecursiveMAS/blob/main/README.md
requirements.txthttps://Github.com/RecursiveMAS/RecursiveMAS/blob/main/requirements.txt
requirements.txthttps://Github.com/RecursiveMAS/RecursiveMAS/blob/main/requirements.txt
READMEhttps://Github.com/RecursiveMAS/RecursiveMAS/tree/main
MIT licensehttps://Github.com/RecursiveMAS/RecursiveMAS/tree/main
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#scaling-agent-collaboration-through-latent-space-recursion
https://arxiv.org/abs/2604.25917
https://vishalmysore.github.io/recursiveMASDemo/
https://recursivemas.github.io/
https://huggingface.co/papers/2604.25917
https://huggingface.co/RecursiveMAS/collections
https://huggingface.co/RecursiveMAS/models
https://huggingface.co/RecursiveMAS/datasets
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://www.youtube.com/watch?v=dUmT0OIGoqE
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-news
🤗 HF Datasetshttps://huggingface.co/RecursiveMAS/datasets
updated project websitehttps://recursivemas.github.io/
🧩YouTube tutorialhttps://www.youtube.com/watch?v=dUmT0OIGoqE
🎮interactive playground demohttps://vishalmysore.github.io/recursiveMASDemo/
@TwoMinutePapershttps://www.youtube.com/@TwoMinutePapers
@vishalmysorehttps://github.com/vishalmysore
VentureBeat articlehttps://t.co/KSQwBwpC4W
🤗 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/RecursiveMAS/RecursiveMAS/tree/main#-overview
https://Github.com/RecursiveMAS/RecursiveMAS/blob/main/assets/method1.png
https://Github.com/RecursiveMAS/RecursiveMAS/blob/main/assets/method2.png
https://Github.com/RecursiveMAS/RecursiveMAS/blob/main/assets/exps.png
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-supported-features
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-repository-roadmap
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#️-environment-setup
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-quick-start
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-plug-and-play-reference-checkpoints
RecursiveMAS Hugging Face organizationhttps://huggingface.co/RecursiveMAS/models
1. Sequential-Style (Light) RecursiveMAS Collectionhttps://huggingface.co/collections/RecursiveMAS/sequential-style-recursivemas
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#1-sequential-style-light-recursivemas-collection
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Light-Planner-Qwen3-1.7B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Light-Critic-Llama3.2-1B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Light-Solver-Qwen2.5-Math-1.5B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Light-Outerlinks
2. Sequential-Style (Scaled) RecursiveMAS Collectionhttps://huggingface.co/collections/RecursiveMAS/sequential-style-recursivemas
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#2-sequential-style-scaled-recursivemas-collection
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Scaled-Planner-Gemma3-4B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Scaled-Critic-Llama3.2-3B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Scaled-Solver-Qwen3.5-4B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Sequential-Scaled-Outerlinks
3. Mixture-Style RecursiveMAS Collectionhttps://huggingface.co/collections/RecursiveMAS/mixture-style-recursivemas
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#3-mixture-style-recursivemas-collection
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Math-DeepSeek-R1-Distill-Qwen-1.5B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Code-Qwen2.5-Coder-3B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Science-BioMistral-7B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Summarizer-Qwen3.5-2B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Mixture-Outerlinks
4. Distillation-Style RecursiveMAS Collectionhttps://huggingface.co/collections/RecursiveMAS/distillation-style-recursivemas
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#4-distillation-style-recursivemas-collection
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Distillation-Expert-Qwen3.5-9B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Distillation-Learner-Qwen3.5-4B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Distillation-Outerlinks
5. Deliberation-Style RecursiveMAS Collectionhttps://huggingface.co/collections/RecursiveMAS/deliberation-style-recursivemas
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#5-deliberation-style-recursivemas-collection
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Deliberation-Reflector-Qwen3.5-4B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Deliberation-Toolcaller-Qwen3.5-4B
🤗 HuggingFacehttps://huggingface.co/RecursiveMAS/Deliberation-Outerlinks
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-recursivemas-training
our training guide (train/README.md)https://Github.com/RecursiveMAS/RecursiveMAS/blob/main/train/README.md
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#️-training-data
Hugging Face datasetshttps://huggingface.co/RecursiveMAS/datasets
🤗 RecursiveMAS/Sequential-Mathhttps://huggingface.co/datasets/RecursiveMAS/Sequential-Math
🤗 RecursiveMAS/Sequential-Codehttps://huggingface.co/datasets/RecursiveMAS/Sequential-Code
🤗 RecursiveMAS/Distillation-Mathhttps://huggingface.co/datasets/RecursiveMAS/Distillation-Math
🤗 RecursiveMAS/Distillation-Codehttps://huggingface.co/datasets/RecursiveMAS/Distillation-Code
🤗 RecursiveMAS/Mixture-Mathhttps://huggingface.co/datasets/RecursiveMAS/Mixture-Math
🤗 RecursiveMAS/Mixture-Codehttps://huggingface.co/datasets/RecursiveMAS/Mixture-Code
🤗 RecursiveMAS/Mixture-Sciencehttps://huggingface.co/datasets/RecursiveMAS/Mixture-Science
🤗 RecursiveMAS/Mixture-Summarizerhttps://huggingface.co/datasets/RecursiveMAS/Mixture-Summarizer
🤗 RecursiveMAS/Mixture-Outerhttps://huggingface.co/datasets/RecursiveMAS/Mixture-Outer
🤗 RecursiveMAS/Deliberationhttps://huggingface.co/datasets/RecursiveMAS/Deliberation
our training data guide (train/data/README.md)https://Github.com/RecursiveMAS/RecursiveMAS/blob/main/train/data/README.md
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-inference-and-evaluation
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-supported-downstream-tasks
our inference guide (inference/README.md)https://Github.com/RecursiveMAS/RecursiveMAS/blob/main/inference/README.md
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-experiment-results
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#sequential-scaled
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#sequential-light
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#distillation
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#mixture
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#deliberation
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-acknowledgements
vLLMhttps://github.com/vllm-project/vllm
ARPOhttps://github.com/RUC-NLPIR/ARPO
TextGradhttps://github.com/zou-group/textgrad
https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#-citation
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https://www.star-history.com/?repos=RecursiveMAS%2FRecursiveMAS&type=date&legend=top-left
recursivemas.github.iohttps://recursivemas.github.io
recursive-algorithm https://Github.com/topics/recursive-algorithm
multi-agent-systems https://Github.com/topics/multi-agent-systems
scaling-algorithms https://Github.com/topics/scaling-algorithms
reasoning-agent https://Github.com/topics/reasoning-agent
agent-collaboration https://Github.com/topics/agent-collaboration
latent-collaboration https://Github.com/topics/latent-collaboration
Readme https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#readme-ov-file
MIT license https://Github.com/RecursiveMAS/RecursiveMAS/tree/main#MIT-1-ov-file
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Python 100.0% https://Github.com/RecursiveMAS/RecursiveMAS/search?l=python
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