@servasyy_ai: Multi-agent is no longer a toy demo. 100+ agents collaborated for a week to accelerate Gemma 4 on vLLM by 5×. Spontaneous communication norms, quota pooling, compute division, cross-agent kernel debug, significance standards... More like...
Summary
A multi-agent system with over 100 agents collaborates for a week to accelerate Gemma 4 on vLLM by 5x, demonstrating emergent self-organized communication and resource pooling.
View Cached Full Text
Cached at: 06/27/26, 07:52 AM
Multi-agent is no longer a toy demo
100+ agents collaborated for a week, accelerating Gemma 4 on vLLM to 5× its original speed
Spontaneous communication norms, quota pooling, compute division, cross-agent kernel debugging, significance standards……
It’s more like watching a new type of “AI research community” grow from scratch.
https://t.co/3NiRZWr4tJ
Similar Articles
@Thom_Wolf: Multi-agents collaborations are among the most interesting agent behaviors right now! We did an experiment the other da…
An experiment with over 100 AI agents collaborating for a week to improve Gemma 4 inference speed in vLLM achieved a 5x speedup, revealing emergent behaviors like self-policing, division of labor, and communal knowledge sharing.
@lvwerra: The Gemma agent collaboration started 48h ago and it is blowing up: > throughput almost 4x (~100-> 387 tok/s) > 60+ age…
A multi-agent collaboration using Gemma models achieved major throughput gains and exhibited emergent social behaviors like forming coalitions, issuing ethical statements, and coordinating resources, with over 60 agents and 250 submissions in 48 hours.
@DataChaz: One orchestrator. 10 parallel agents. 100+ tokens a second. All local. The @googlegemma team just dropped a MASSIVE dem…
Google's Gemma team released a demo for Gemma 4 26B that runs 10 parallel agents locally at 100+ tokens/second, enabling tasks like coding SVG galleries and parallel translation, all free and open-source.
@WWTLitee: Another multi-agent collaboration tool: agency-agents. It can run separate roles like frontend, community, creative checks, and reality checks, each with its own boundaries, pace, and delivery habits, making it feel more like a team working together. The repo now has 103.5k stars, ...
Agency-Agents is an open-source AI multi-agent collaboration tool that integrates multiple specialized roles (e.g., frontend, community, creative checks) with independent boundaries and delivery habits, suitable for building multi-agent workflows. The GitHub repo has 103.5k stars.
@googlegemma: Introducing the Fast Gemma Challenge with Hugging Face Over the next few days, dozens of agents will collaborate to mak…
Google and Hugging Face launch the Fast Gemma Challenge, where dozens of agents will collaborate to accelerate the Gemma 4 E4B model.