metadata
license: apache-2.0
base_model:
- google/gemma-4-E2B-it
language:
- en
pipeline_tag: any-to-any
library_name: transformers
tags:
- deep-research
- gemma4
gemma-4-E2B-it — Deep Research Single-Agent RL
Paper: Learning Self-Orchestration in Decentralized Agent Swarms
Code: https://github.com/Embodied-Minds-Lab/MPT
For the three-agent counterpart, see Xkev/deepresearch_society.
Training
- Initialization: single-agent SFT cold start of
google/gemma-4-E2B-it - Dataset: OpenResearcher deep-research tasks
- Framework: verl
- Algorithm: monolithic REINFORCE
- 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.