Macrocosmos

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December 2024

This week in the Cosmos: subnet dashboards complete, a new SDK launches, and SN9 goes to NeurIPS
Covering the latest developments at Macrocosmos.
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Macrocosmos
Distributed learning for decentralized LLMs: preliminary results
Breaking down our federated learning experiment.
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Macrocosmos
Open-source, autonomous, & collaborative: understanding SN25’s approach
Looking towards subnet 25's future.
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Macrocosmos
How should a Subnet be scored? Crucible Labs and the art of assessment
As subnets grow in volume and diversity, the question of how to assess their performance becomes more complex - and more important.
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Macrocosmos
Mixture-of-Miners: improving SN1’s performance
Experimenting with decentralized architectural changes to the LLM landscape
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Macrocosmos
SN9’s smarter dataset mixing: pushing the limits of our pre-training subnet (part 1)
Producing SOTA results with a data-centric approach.
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Macrocosmos

November 2024

A breakdown of SN13’s dashboard: historical data, mining activity, and enhancements for Gravity
Visualizing our decentralized data scraping activity.
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Macrocosmos
This week in the Cosmos: two dashboards, data mixing, and a miner arena
Covering all the recent developments happening at Macrocosmos
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Macrocosmos
Introducing SN1’s dashboard: benchmarks, leaderboards, & miner stats
Providing a real-time breakdown of Subnet 1’s activity and achievements
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Macrocosmos
SN13's Election experiment: A decisive victory for data scraping?
To what extent can social media data help predict the future? In the run up to the Presidential Election, we used SN13 to scrape posts on X for…
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Macrocosmos
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