🍃 Lilypad Project Report: August 29, 2024

Alex MirranAlex Mirran
6 min read

🌎 Overview

The Lilypad Network orchestrates idle GPU compute capacity to provide a serverless, job based service model for end-users. Compute jobs, such as AI Inference, running on the network are matched with GPU capacity. A hashed proof of the job completion is saved on-chain using the Arbitrum L2 blockchain.

Bacalhau, an open source architecture, is used to orchestrate the Lilypad Solver and other components of the core network infrastructure. Lilypad uses Bacalhau as it provides fast, cost efficient, and secure computation by running jobs where the data is generated and stored.

The network brings together the exponentially rising user demand for compute services and hardware with compute providers who can add new revenue streams and optimized efficiency to their hardware business. By leveraging peer to peer networking and crypto-economic incentives, the Lilypad Network performs off-chain decentralized compute over data, with on-chain verification.

The Lilypad Incentivized Testnet has grown rapidly with hundreds of new nodes coming online in the last few weeks! Resource Providers (GPUs) are rewarded with Lilybit rewards for contributing compute to the network. IncentiveNet presents a unique opportunity to lay the groundwork of core compute infrastructure crucial for the viability of open, decentralized AI and to challenge the dominance of cloud oligopolies.

Sign up to the Lilypad Newsletter or turn on X, alerts to stay up to date on all of the latest developments!

⚒️ Engineering Update

Scaling IncentiveNet

As the total count of Resource Providers (RPs) on the network reaches over 1000 nodes, our team continues to scale the Lilypad core infrastructure. The Testnet continues to provide a foundation for stress-testing every aspect of the network economy, monitoring/troubleshooting systems, token economics, and more.

Our team is working on a big push to optimize the PoW mechanism used to verify RP capacity. RPs run PoWs throughout the day to provide verification of GPU uptime and hashrate. This info is used to calculate the Lilybits_ rewards earned by each RP.

The Lilypad Network Resource Provider Leaderboard provides an overview of RP capacity on the network as well as points earned by each address! A Resource Provider’s power is calculated by the total hashrate reported to the network. RPs can use the node status dashboard to view the last PoW submitted by the wallet ID.

Thank you to the Lilypad RP community for your commitment to the network!

Telemetry - the lifecycle of a Lilypad job

In the next week, a network update will be released adding traces to Lilypad jobs. Telemetry data will be collected when a job runs that collects information on the various stages of running a job. This telemetry system helps collect info to assist RPs debug issues. Visibility into simple mechanisms such as time and consistency of job acceptance by a RP provides valuable insight into potential network optimizations.

Stay connected on the Lilypad Discord and follow along on X/Twitter to get the latest announcements!

🖥️ Tokenomics

Feedback from the community and learnings from the first stage of the IncentiveNet have been key sources for the Lilypad Whitepaper. The network economic model including job pricing, RP game theory, and anti-sybil measures continue to be finalized as we grow into mainnet launch.

A huge thanks to the community for feedback on the RP experience, the Lilypad slashing mechanism, and other parts of the economy. Our team will incorporate this feedback into upcoming changes to the slashing mechanism as well as future economic decisions on mainnet.

⚡ Developer Events & DX Updates

Video guides

Check node status

For RP troubleshooting, check out this video guide. the leaderboard node status has been updated to display the last POW submitted. https://info.lilypad.tech/node-status

Updated video guide: Run a node

As the Lilypad RP instructions have been updated with the new version releases, we have created a new video guide for running a Lilypad RP.

Weekly AMA Sessions!

To help answer questions and gain insights from our team, Lilypad is hosting AMA sessions every Wednesday! We 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.

🌟Community

Open source contributions

A comprehensive Contribution Guide will be released next week (some have already found the guide!) for open source contributions to the main Lilypad repo. We have made some headway with running a Lilypad RP with WSL, but support for this work currently will come from the community. Shout out to Lilypad Ambassador, Kabularasa, for contributing a list of tools to help run a RP!

Meme-a-thon!

Hop into the Lilypad MEME-a-thon! It's time for another Galxe Quest drop! Ready to flex your meme muscles and show the world how awesome decentralized AI is? Here's your chance to shine with $500 in prizes for the top 3 memes, the deadline is 9/21/2024 don't be late to the pond party!

Rules of the Pond:

  • Celebrate Decentralized AI: Your meme should capture the magic, innovation, and sheer brilliance of decentralized AI. Show us how it's changing the game, and don't forget to sprinkle in some Lilypad love!

  • Positive Vibes Only: Keep it light, fun, and focused on the good stuff. No negativity or shade-throwing allowed in this pond!

  • Friendly Frogs: All memes must be suitable for all ages – no offensive, inappropriate, or NSFW content.

  • Originality is Key: We're looking for fresh, unique creations that connect to Lilypad and our core themes: decentralized computing, Web3, AI, and blockchain. The Guidelines to Leap In:

  • Format: JPEG, PNG, or GIF. Keep it snappy!

Plus, winners will have the glory of their memes showcased on our official social media channels! It's time to unleash your inner meme lord and make a splash in the pond!

Filecoin and Lilypad

Our CEO, Ally, recently shared her insights on building AI systems with content-addressed data and open compute networks at the FIL Dev Summit in Brussels. The event highlighted how AI workloads are driving the adoption of decentralized compute and storage, with Filecoin and others integrating these cutting-edge use cases. Catch the talk recording to learn more about the future of AI and DePIN

Our CEO, Ally, recently shared her insights on the significance of open-source AI and the crucial role of accessible compute power in a thought-provoking interview with Crowdfund Insider. Dive deeper into her perspective and learn how Lilypad is paving the way for a more inclusive and collaborative AI ecosystem!

🔮 What's Next?

The current priorities for the team are focused on scaling the IncentiveNet and using quick feedback loops with the testnet to improve the Lilypad mainnet designs.

The Devrel team is committed to triaging issues with RPs and cannot thank the Lilypad Ambassadors enough for their committment!

☎️ Contact Us

💬 Have more questions or looking for guidance? Join (https://lu.ma/lilypadnetwork) our community AMA hosted every Wednesday!

Chat to us on Discord and follow along on X/Twitter 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