🍃 Lilypad Project Report: September 26, 2024
🌎 Overview
AI-driven workloads, such as training and inference, are becoming more resource-intensive as industry requirements and demand grow. At Lilypad, we address this challenge by connecting unused GPU resources with those requiring compute power. We do this in a democratic and democratized way by making resources available transparently and openly.
A significant aspect of Lilypad's expansion has been the Incentivized Testnet, also known as "IncentiveNet." This program serves as both a testing ground for the network's economic structure and a means to stress-test its architecture. So far, it has been successful, attracting over 1,000 nodes and demonstrating the network’s potential in real-world conditions.
For those eager to track the network's growth, the Lilypad Network Resource Provider Leaderboard offers a comprehensive view. This dashboard not only showcases the current GPU capacity across the network but also highlights the Lilybit_ rewards earned by individual addresses. As our team continues to build and refine this critical compute infrastructure, we invite you to run a node and join us in this exciting journey towards a more distributed and accessible AI ecosystem!
Join our community on Discord! Sign up for the Lilypad Newsletter and follow Lilypad on X!
⚒️ Engineering Update
The engineering team primarily focused energy on pushing upgrades to the IncentiveNet in addition to developing and testing the architecture for Lilypad Mainnet. Mainnet testing included defining the scope for Lilypad products built on top of the network including the self-service (SaaS) compute platform.
The cadence of Lilypad releases has been changed to once every two weeks to give both our team and the community time to update to the latest version and test. Some special releases will be done on a case by case basis. The next release is scheduled for Monday September/30/24.
A huge thank you to our open source community! To date, we have merged 8 PRs across the Lilypad main, docs, tools, and awesome-Lilypad repos. Our team has been energized by the number and quality of open source contributions to date!
The team continues to benchmark GPU jobs running on the network. With the increased scale, comes the increased load on the Lilypad core infrastructure as well as matching engine. Our team is committed to providing top level performance for end users and are hard at work ensuring the network can handle the increased activity.
Resource Providers: update to the latest version! - v2.6.0 Berners-Lee
"You can’t propose that something be a universal space and at the same time keep control of it." - Tim Berners-Lee
Lilypad Resource Providers (RPs) will need to update to the latest release, Lilypad v2.6.0 Berners-Lee update! In this latest version, our team pushed updates to improve RP performance when running PoWs. Working with the Lilypad Ambassadors to address the issues, we provided two options to deal with the RPC rate limiting problem causing PoW submission failures. In Lilypad v2.6.0, we've added a default feature that utilizes a public list of RPC endpoints for transacting data on Arbitrum Sepolia. Our team's Arbitrum Sepolia RPC endpoint will now serve as a backup option if the primary, public endpoints are unavailable.
In addition to the public RPC “round robin”, we expect RPs to use a personal Arbitrum RPC for optimal performance. Here's a guide for RPs to run a personal RPC endpoint!. As more RPs run a RPC, the Lilypad network will have increased fault tolerance and decentralization!
Lilybit_ Rewards dashboard
Our team has released a Grafana dashboard to help RPs view total Lilybit_ rewards earned per day (with historical data). The goal of this tool is to bring additional transparency to the Lilybit_ rewards IncentiveNet program. The Lilybit_ Leaderboard is still the main location for RPs to track rewards points. The Leaderboard fix for new RPs coming online is in progress. We’ll keep the community updated!
Navigate to the Lilybit_ Rewards Dashboard.
In the top right of the dashboard, input a RP wallet address in the “address” search bar.
The daily total points earnings for the wallet address will appear in the dashboard.
Stay connected on the Lilypad Discord and follow along on X!
⚡ Developer Events & DX Updates
Quick Guide: Setting up your own RPC for a Lilypad RP
Setup an Arbitrum RPC for improved PoW performance! RPs can setup a personal Arbitrum Sepolia RPC using the video guide above or follow the steps in the docs.
Weekly AMA Sessions!
To help answer questions and gain insights from our team, Lilypad is hosting AMA sessions every Wednesday! We will alternate the timing of the AMA every week to ensure we can cater to RPs and devs across the globe! Find an AMA time that works for you on the Lilypad Calendar.
If you missed the AMA last week with Developer Steve and Tao Sheng check it out here!
🌟Community
Open Source Initiative!
The Lilypad Open Source Initiative is growing! Thank you to our early contributors. The entire Lilypad team has been encouraged to work with open source contributors when issues/PRs come in. So far, it’s been a blast! Check out the #open-source Discord channel to follow the action.
As the Lilypad Network is an open-source project, we encourage the community to contribute to our GitHub repositories:
To date, we have seen a wide range of contributions from Hardhat unit tests to community bots! Check out some of the cool contributions from the community
Add lilypad-watchtower for automatic updates
Hardhat unit tests
Add Discord bot framework, community issues and leaderboard
Telegram bot for Lilypad node monitoring
Filecoin Orbit Austin and Lilypad
Filecoin Orbit hosted an event in Austin highlighting the use cases of decentralized storage and compute for AI. Alex from the Lilypad team presented on the Lilypad mission as well as value proposition to both GPU owners and ML engineers! Thanks to all who joined!!
Lilypad Twitter Spaces - ‘Democratizing Access to AI Compute’
The Lilypad team will be hosting an X spaces every week to connect with the community. This new weekly event was a resounding success!
Our CEO Ally, CIO Steve, Head of Research Stanley, and Solutions Architect Narb joined Genzio hosts and KOLs like Scott Foo for a lively discussion. The team dove deep into the challenges and opportunities of making AI accessible to all, showcasing Lilypad's role in building a more open and equitable AI ecosystem. Catch the replay to learn more about our vision and how you can be a part of it!
AI Driven Synthetic Protein Evolution for Medicine Discovery
Catch Lilypad Head of Research, Stanley, at AI driven synthetic protein evolution for Medicine and Natural Product Discovery with NewAtlantisLab. As BioML is a one of the primary use case verticals for the Lilypad Network, we are thrilled to support a variety of researchers and groups developing new approaches to medical research!
Token 2049 Singapore!
Token 2049 in Singapore was full of energy and DePin opportunities! Our team spent time with various industry stakeholders, including meeting Lilypad Resource Providers (RPs) in person.
🔮 What's Next?
The team continues to push upgrades to the IncentiveNet in order to scale PoWs and GPU jobs running on the network. We leverage internal telemetry, on-chain info, and feedback from the community to ensure these updates are effective and do not cause negative effects.
More details on the new slashing mechanism will be released next week! In addition, our team will release an open source contribution dashboard for individuals contributing to the Lilypad Github. Stay tuned!
☎️ Contact Us
💬 Have more questions or looking for guidance? Join our community AMA hosted every Wednesday!
Chat to us on Discord and follow along on X for the latest news and updates!
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Written by
Alex Mirran
Alex Mirran
co-founder Leto Analytics, open computing for AI at Lilypad Network