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deepresearch_society

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gemma-4-E2B-it — Deep Research Three-Agent MPT

Paper: Learning Self-Orchestration in Decentralized Agent Swarms

Code: https://github.com/Embodied-Minds-Lab/MPT

For the single-agent counterpart, see Xkev/deepresearch_single.

Training

  • Initialization: three-agent SFT cold start of google/gemma-4-E2B-it
  • Dataset: OpenResearcher deep-research tasks
  • Framework: verl
  • Algorithm: MPT
  • Hyperparameters: lr=1e-6, lr_warmup_ratio=0, constant schedule

Intended use

Research on multi-agent post-training and deep research agents. Not intended for general dialog or production.

License

Apache-2.0.

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