{"schema":"BUIDL","d":{"id":11183,"members":[],"pictures":["https://cdn.dorahacks.io/static/files/18ebaf00703d06292e34e024ea3ade30.png"],"roundProjects":[],"hackathonProjects":[{"id":11825,"hackathon":{"id":298,"tabSet":[{"id":554,"name":"Tracks","slug":"tracks","description":"# Filecoin: Challenges\n**Total Prize Pool**: $15,000 (paid in FIL)\n- **Grand Prizes**: 1st prize $5000 , 2nd prize $3000 , 3rd prize $2000\n- **Runners up**: 10 teams (10x $500) \n\n### Build Data Economies & AI Tools Together with Filecoin\n\nAs AI, ML and high res media become more prevalent, so does our need for large scale, decentralized, secure and efficient data storage solutions. Filecoin network offers a ground breaking solution that allows users for today's world and tomorrow. \n\nYour challenge is to build dapps, dev tooling, storage provider tooling, or data client apps that benefits all network participants. Think for data owners, data preparers, token holders, storage providers, node operators, developers & storage software vendors. \n\n🚀 **Data Marketplaces**: Best solutions to supercharge the open data economy on Filecoin, via FVM-enabled smart storage features such as upload/retrieval, data replication/repair/deal renewal. E.g. A place for trading bots to buy formatted financial market data to reduce training cost.\n\n🚀 **Data Onboarding**: Filecoin is designed to onboard large scale data. Meeting everyday individuals & businesses needs some effort. Wrfse encourage any solution that makes clients easily store with Filecoin SPs with ease of mind. E.g. Data Insurance, allows Filecoin clients to get financial assurance of data security. Meaning smart contracts can provide SLA terms for clients. \n\n🚀 **AI + Filecoin**: Quality data determines the quality of many AI projects. Filecoin’s network is great for storing raw data and training of AI models. We encourage ideas that combine Filecoin with AI tooling. E.g. A Data explorer that helps AI companies to find correct public data on Filecoin for training. \n\n🃏 **Wildcard**: Some ideas don't fit any categories! The Wild Card prize is for out-of-the-box ideas built on FVM that contribute to building the new open data economy using Filecoin.\n\n*Qualifying technologies: Filecoin Virtual Machine, Filecoin Nodes (Lotus & Venus), Boost & Singularity, Lighthouse.Storage, Tableland*\n\nPlease explore areas that have not been explored, services that are innovative, tools that improve the life of many.\n\n**📚Workshops**
\n[Crash Course On the Filecoin Virtual Machine](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
A workshop to introduce Filecoin Virtual Machine, the architecture, design, use cases, current scale and future plans. With a hands on demo to mint NFT and ERC20 standard contracts.
\n\n[How Filecoin Virtual Machine (FVM) and AI Works Together](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nFilecoin has revolutionized the way we store data, making it secure, reliable, and decentralized. But what happens when we sprinkle a bit of AI magic into this mix, now that FVM enables programmability on Filecoin? Dream up cutting-edge solutions with us at this workshop, on new realms of possibilities with FVM and AI that you can use at for your project submissions!\n\n[A Builder’s Guide to Filecoin Virtual Machine Development Recipes](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nWelcome to the ultimate creative kitchen for developers! In this workshop, we're diving deep into secret coding ingredients of FVM, for you to craft something extraordinary. We’ll cover a smorgasbord of FVM recipes designed to cater to a variety of tastes and use cases, from simple data storage to dApp development on Filecoin.\n\n\n# InterPlanetary Consensus (IPC): Challenges\n\n**Total Prize Pool**: $15,000 (paid in FIL)\n- **Grand Prizes**: 1st prize $5000 , 2nd prize $3000 , 3rd prize $2000\n- **Runners up**: 10 teams (10x $500) \n\n\nInterPlanetary Consensus (IPC) is a breakthrough scalability framework from the creators of Filecoin, IPFS & FVM, that unlocks planetary-level performance for web3, while delivering frictionless developer experiences to power a new generation of apps that break web2 limits.\n\nIPC provides recursive scaling of L2+ subnets, anchored to a parent L1. Subnets follow hierarchical consensus from child to parent networks, borrowing the security of the parent network and periodically checkpointing the entire chain state to the parent. Subnets are highly customizable and can be temporal, allowing subnet operators to spin up and take down subnets, for various needs, including sharding dApp workloads for higher throughput. This is especially crucial for scaling the dweb!\n\nThe IPC stack is cutting edge and highly experimental - you’re an early adopter in this hack! We challenge hackers to dive deep into the resources, chat with technical mentors and build never before seen solutions!\n\n⚡**Scaling with InterPlanetary Consensus**: Most meaningful deployment of a dApp on a newly launched custom subnet, utilizing General Message Passing (GMP). Create a custom purpose subnet using InterPlanetary Consensus (IPC) and a dApp that utilizes General Message Passing (GMP) between the subnet and its parent network. This is early developer access to this technology and MVPs are welcome! \n\n🛠️ **Custom protocols with InterPlanetary Consensus**: Best Use of Custom Syscalls or Built-in Actors to extend the Filecoin Virtual Machine (FVM). Use IPC to deploy a custom subnet, develop functionality that goes beyond what you can do natively with just Solidity. Use custom syscalls and Rust built-in actors in the Filecoin Virtual Machine (FVM) to achieve this. This is early developer access to this technology and MVPs are welcome!\n\n🖥️ **Compute with Interplanetary Consensus**: Best Deployment to IPC-powered Testnets for Computation Use Cases. Use an IPC-powered subnet for executing computation tasks (e.g. Fluence). Focus on practical computation applications.\n\n\n🃏 **Wildcard**: Some ideas don't fit any categories! The Wild Card prize is for out-of-the-box ideas built on FVM that contribute to building the new open data economy using Filecoin.\n\n**📚Workshops**
\n[Crash Course to Getting Started with InterPlanetary Consensus!](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nInterPlanetary Consensus (IPC) is a new multi-chain scalability solution that will bring web3 dApps and tools to planetary scale! With highly customizable L2+ subnets and hierarchical consensus tracing back to the L1 to ensure security, there are now so many more options for dApp developers to build with. Join this crash course to understand fundamental concepts and easy ways to jumpstart your project submission with IPC!\n\n[Deploy your first custom InterPlanetary Consensus subnet](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nIPC enables on-demand horizontal scalability of blockchain networks by deploying customized subnets. In this workshop, we will guide you through the process of setting up a customized IPC subnet on the Filecoin calibration testnet to discover the techniques and best practices to scale your network using IPC.\n\n[Run your dApp across InterPlanetary Consensus subnets, using General Message Passing](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nGMP (General Message Passing) aims to bring interoperability to IPC subnets so smart contracts can interact with each other across subnets. With the current release of the minimal version enabling tightly controlled and single-hop GMP, let’s build a dApp and learn how to invoke smart contracts across the parent-child subnet.\n\n[Customizing your InterPlanetary Consensus subnet with custom built-in actors and syscalls](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nThis workshop will focus on demonstrating how to customize built-in actors and syscalls to bring extra functionalities to your IPC subnets.\n\n\n# Fleek: Challenges\n\n**Total Prize Pool**: $5,000\n- **Grand Prizes**: $2000 (x1), $1000 (x2)\n- **Runners up**: $500 (x2)\n\n**Challenge statements:**\n\n1. Build an NFT Marketplace using the Fleek SDK\n 1. Use the fleek SDK to build a complete NFT Marketplace\n 2. Deploy on fleek.xyz\n 3. It should have profiles, ENS integrations and multiple upload functionality for NFTs\n 4. Crosschain integration and gasless NFTs can be supported\n\n1. Deploy an AI Search Engine on Fleek\n 1. Build a conversational AI flow using any SDK of your choice\n 2. Deploy on Fleek.xyz\n 3. Include Fleek SDK to pin suitable files to IPFS\n 4. Creative uses of web browsing and IPFS can be explored here\n\n1. Consumer Facing ZK Dapp on Fleek\n 1. Use a ZK circuit/SDK into your dapp and integrate it with the Fleek SDK\n 2. Deploy on Fleek.xyz\n 3. Solve for Authentication, Identities, Communication, Scalability, Privacy etc\n 4. Develop intent based web-apps/widgets, encrypted actions and more to help with easy user onboarding\n\n1. Build a Defi dashboard on Fleek\n 1. build a complete Defi dashboard that can show recent transactions related to my wallet, conduct token swaps, bridge tokens to different protocols, etc.\n 2. Deploy on Fleek\n 3. Include snapshotting data on the dashboard using the Fleek SDK\n 4. Integrate multiple protocols and wallet\n 5. include various charts and creative visualizations\n\n1. Build a DA Snapshotter Layer using Fleek SDK\n 1. Utilize the existing DA integrations and create a snapshotter to poll data and pin using Fleek SDK\n 2. create a dashboard for this data and include various charts and creative visualizations\n 3. integrate with multiple protocols\n\n**📚Workshops**
\n[Deploy a Dapp on Fleek, superfast!](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nWe will walk through the process of deploying a Next.js Dapp on the Fleek platform and understand the nuances of SSG on NextJs and dive deeper into the Fleek SDK and CLI\n\n\n# Push Protocol: Challenges\n\n**Total Prize Pool**: $2,500\n- **Grand Prizes**: Conditional gating: $1000\n- **Runners up**: Notification/Channel settings: $750\n- **Integrate Push Video into your dApps**: $750\n\n**Challenge statements:**\n\n1. **Notification/Channel settings** - $750
\nThis enables customization of notification preferences through Boolean and Slider options. Users can opt in or out of specific notification types or set preferences within a range, ensuring they receive relevant alerts. This functionality enhances user experience by aligning notifications with individual interests. [Read more](https://push.org/docs/notifications/build/create-channel-settings/)\n\n1. **Conditional gating** - $1000
\nThis feature allows for the creation of access-controlled group chats based on specific criteria like token holdings or NFT ownership, without the need for complex coding. This feature supports exclusive community building and secure communication channels, making it ideal for token-gated and NFT-gated communities. [ Read more](https://push.org/docs/chat/build/conditional-rules-for-group/)\n\n1. **Integrate Push Video into Your dApp** - $750
\nIntegrate the Push Video into your dApp to enable decentralized, wallet-to-wallet video calls. Show off your integration skills and enhance your dApp's functionality with this chain-agnostic, versatile tool. [Read more](https://push.org/docs/video/)\n\n**📚Workshops**
\n[Building dapps with native notifications, w2w chat and video powered by Push Protocol](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nIn this session, we will cover how anyone can take advantage of Push Protocol’s decentralised w2w chat and video features and integrate it to their application.\n\n\n# Tableland: Challenges\n\n**Total Prize Pool**: $2,500 USDC\n- **Grand Prizes**: $1250 USDC\n- **Runners up**: $750 USDC, $500 USDC\n\n**Challenge statements:**\n\n- Build open, collaborative datasets with the Tableland SQL protocol.\n- Replicate data to web3 storage with the Textile Basin protocol & use in compute workflows.\n\n**Note:**\n\nWe will also be awarding up to 10 [Rigs](https://opensea.io/collection/tableland-rigs) to teams that demonstrate sufficient competency using Tableland.\n\n**📚Workshops**
\n[Decentralized & open datasets](https://dorahacks.io/hackathon/filecoin-data-economy/kick-off-summit-&-workshops)
\nUse the Tableland or Textile protocols to build open data."},{"id":557,"name":"Developer Resources","slug":"developer-resources","description":"# Filecoin (includes FVM)\n- [Getting Started with Filecoin](https://www.notion.so/ecosystem-wg/3-Introduction-to-Filecoin-366165126c234d408e8a29493d5cf323)\n- [Filecoin Virtual Machine (FVM)](https://linktr.ee/filecoinvm)\n\n# InterPlanetary Consensus (IPC)\n- [Scaling with InterPlanetary Consensus](https://youtu.be/g5rVDPAVSN4?si=JBXVvt9KPYU2hmbg)\n- [IPC Docs](https://docs.ipc.space/)\n\n# Fleek\n- [Beta Docs](https://docs.fleek.xyz/docs)\n\n# Push Protocol\n- [Push Documentation Hub](https://push.org/docs/)\n- [Get Started with Push Protocol](https://push.org/docs/hackers/)\n- [Push Cheat Sheet](https://push.org/docs/hackers/cheat-sheet/)\n\n# Tableland\n- 📕 [Tableland Docs](https://docs.tableland.xyz)\n- 💻 [Tableland Studio](https://studio.tableland.xyz/)\n- 🛠 [Tableland Workshops](https://www.youtube.com/@tablelandxyz) \n- 🧵 [Textile Basin](https://github.com/tablelandnetwork/basin-cli)\n- 📒 [Tableland Website](https://tableland.xyz/)\n- ⚙️ [Tableland GitHub](https://github.com/tablelandnetwork)\n- ⚒️ [Tableland Starter Templates](https://github.com/tablelandnetwork/?q=template)\n- 🎗️ [Tableland Discord support](https://tableland.xyz/discord)"},{"id":566,"name":"Submission Guide","slug":"submission","description":"# Getting Started [3-5 MIN]\n\n**1.** **You should submit your BUIDL via [DoraHacks.io](https://dorahacks.io/). Before that, make sure that you already have an account.**\n\nUse the **Sign in/up button** at the upper right corner of the page to access the sign-up options.\n\n

\n\n**Github, crypto wallet** and **email** are supported for creating an account. For BUIDLers, we recommend you to connect the account to your **github** to make more people know what you are building at any time.\n\n*You may be asked to receive a verification code via email. The email may take some time to arrive. No worries! The code will not expire in 10 minutes when you click “send code”.\n\n**2. Before the submission of deadline, please make sure you have added your Github link to the project. You can submit the project first, edit it later before the deadline.**\n\nClick “ Register As Hacker”-“Submit BUIDL”.\n\n

\n\n> **→ If you already have a BUIDL on DoraHacks**\n\nChoose your BUIDL project from **\"Apply with Existing BUIDL\"** and identify the track you want to join.\n\n> **→ If you want to submit a new BUIDL project**\n\nClick **“Create a new BUIDL”** and fill in the form as required. You'll be directed to \"Apply for Filecoin | InterPlanetary Consensus (IPC): Data Economy Hackathon\" page after the new BUIDL setup.\n\nFill in the form to offer the information about your project. Note that for demo, demo link and social media, please offer **URLs (with http/https://)**.\n\n

\n\nDon't forget to check \"I agree to the User Agreement\".\n\n

\n\nBack to Application window. Choose your BUIDL project from **\"Apply with Existing BUIDL\"** and identify the track you want to join.\n\nWhen submission succeeds, you'll see this notification.\n\n

\n\n# Project Verification\n\nWait! Don't just leave your BUIDL here and forget about it. Please contact DoraHacks staff on **Telegram** [@dorahacksofficial](https://t.me/dorahacksofficial) for project verification and promotional support. We'll make every BUIDL a poster and arrange a live project demo session for you via Youtube Live/Binance Live. Don't let go of the chance to receive huge visibility!\n\nOr, you can also reach us out at the **#buidl-verification channel** in the **Discord** https://discord.gg/gKT5DsWwQ5\n\n# Want to make some changes to your BUIDL?\n\nClick [Avatar] -> [Profile] to enter the Account Center, and click the \"Edit\" button on the top right of the BUIDL to update the BUIDL information.\n\n

\n\n
\n\n

"},{"id":588,"name":"Workshop","slug":"workshop","description":"# Opening Ceremony\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2180792\n- YouTube: https://youtube.com/live/WK8fot38nRw\n\n![youtube](https://www.youtube.com/watch?v=WK8fot38nRw)\n\n# Workshop: Crash Course on the Filecoin Virtual Machine\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181271\n- YouTube: https://youtube.com/live/usBgjBpYxNQ\n\n![youtube](https://www.youtube.com/watch?v=usBgjBpYxNQ)\n\n\n# Workshop: Decentralized & open datasets\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181273\n- YouTube: https://youtube.com/live/7fZqpb6Jzgs\n\n![youtube](https://www.youtube.com/watch?v=7fZqpb6Jzgs)\n\n\n# Workshop: Crash Course to Getting Started with InterPlanetary Consensus\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181277\n- YouTube: https://youtube.com/live/F59p5C0RtoU\n\n![youtube](https://www.youtube.com/watch?v=F59p5C0RtoU)\n\n\n\n# Workshop: Building dapps with native notifications, w2w chat and video powered by Push Protocol\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181281\n- YouTube: https://youtube.com/live/Z8vAbPus1I4\n\n![youtube](https://www.youtube.com/watch?v=Z8vAbPus1I4)\n\n\n\n# Workshop: Deploy your first custom InterPlanetary Consensus subnet\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181283\n- YouTube: https://youtube.com/live/iaoPhT7S5Jg\n\n![youtube](https://www.youtube.com/watch?v=iaoPhT7S5Jg)\n\n\n# Workshop: A Builder’s Guide to Filecoin Virtual Machine Development Recipes\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181284\n- YouTube: https://youtube.com/live/YnAulERFCnM\n\n![youtube](https://www.youtube.com/watch?v=YnAulERFCnM)\n\n\n\n# Workshop: How Filecoin Virtual Machine (FVM) and AI Work Together\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181287\n- YouTube: https://youtube.com/live/aiSqXe3xmuc\n\n![youtube](https://www.youtube.com/watch?v=aiSqXe3xmuc)\n\n\n\n# Workshop: Customizing your InterPlanetary Consensus subnet with custom built-in actors and syscalls\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181288\n- YouTube: https://youtube.com/live/MYXe-tPPXdM\n\n![youtube](https://www.youtube.com/watch?v=MYXe-tPPXdM)\n\n\n\n# Workshop: Deploy a Dapp on Fleek, superfast!\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181293\n- YouTube: https://youtube.com/live/SXyZXgaJVWg\n\n![youtube](https://www.youtube.com/watch?v=SXyZXgaJVWg)\n\n\n\n# Workshop: Run your dApp across InterPlanetary Consensus subnets, using General Message Passing\n\n- Binance Live: https://www.binance.com/en/live/video?roomId=2181290\n- YouTube: https://youtube.com/live/nR6YHnPZe_8\n\n![youtube](https://www.youtube.com/watch?v=nR6YHnPZe_8)"},{"id":689,"name":"Results","slug":"results","description":"# Announcing the Finalist of Data Economy Hackathon\n\nOver the past two months, we've witnessed an impressive turnout with 126 BUIDL teams from around the globe participating in the Data Economy Hackathon, delving deep into and building upon the Protocol Labs Ecosystem tech stack. This hackathon has served as a platform for the brightest minds to come together and push the boundaries of what's possible in web3. Without further delay, let's take a look at the winners!\n\n# Filecoin\n\n![Winners-Filecoin Track (1).jpg](https://cdn.dorahacks.io/static/files/18f10a0bbdcf619739ba1934c099a094.jpg)\n\n### 🥇 First Prize\n\n[BUIDL](https://dorahacks.io/buidl/11174)\n\nBUIDL link: https://dorahacks.io/buidl/11174\n\nBy forging connections between data demand and supply in a secure, transparent, and decentralized manner, DataNexus pioneers a new data marketplace – one that finally puts power back into the hands of individuals. Our solution transforms how data is traded in the digital age.\n\n### 🥈 Second Prize\n\n[BUIDL](https://dorahacks.io/buidl/10787)\n\nBUIDL link: https://dorahacks.io/buidl/10787\n\nMonas is a Decentralized Personal Data Store (PDS) designed to empower Data controllers with data sovereignty.Under the current circumstances, state-of-the-art technologies like the Semantic Web, Self-Sovereign Identity, and Blockchains are possible to solve the issues of data interoperability and of user-centric data management.\n\n### 🥉 Third Prize\n\n[BUIDL](https://dorahacks.io/buidl/10846)\n\nBUIDL link: https://dorahacks.io/buidl/10846\n\nSciFiles represents a revolutionary innovation in the field of scientific publishing. By monetizing and decentralizing the validation of scientific articles, SciFiles not only promotes a robust data economy but also ensures secure and open access to information for the global scientific community. This platform eliminates censorship barriers, allowing knowledge to flow freely and reach researchers from all corners of the planet. Furthermore, by enhancing the article review process through an incentivized system, SciFiles ensures that reviews are more thorough and frequent, thereby increasing the quality and reliability of published research. Reviewers, motivated by tangible rewards, dedicate themselves to verifying the truthfulness and accuracy of articles more diligently.\n\n![Winners-Filecoin Track.jpg](https://cdn.dorahacks.io/static/files/18f10831014858e7da8400244288edb3.jpg)\n\n### Runners Up\n\n[BUIDL](https://dorahacks.io/buidl/11190)\n\nBUIDL link: https://dorahacks.io/buidl/11190\n\nA Secure MutltiParty Computation Collaboration Platform build on top of Filecoin to enhance AI privacy.\n\n[BUIDL](https://dorahacks.io/buidl/11177)\n\nBUIDL link: https://dorahacks.io/buidl/11177\n\nThe only data marketplace where it support the all data types such as videos, data sets as csv, images where creators can upload and other can buy without any fees, onboarding users through account abstraction\n\n[BUIDL](https://dorahacks.io/buidl/11173)\n\nBUIDL link: https://dorahacks.io/buidl/11173\n\nContracts, P2P, Businesses Legal Attestation, Agreement Management and Social Identity Protocol\n\n[BUIDL](https://dorahacks.io/buidl/11168)\n\nBUIDL link: https://dorahacks.io/buidl/11168\n\nAnik is a crypto economic trust layer for the Filecoin Ecosystem which uses Restaking to allow developers to launch trusted IPC Subnets and Storage Providers to provide trusted deals with the future goal of providing for all areas of Filecoin Ecosystem\n\n[BUIDL](https://dorahacks.io/buidl/11166)\n\nBUIDL link: https://dorahacks.io/buidl/11166\n\nWe build on Filecoin, Tableland to achieve RAG with trustless decentralized indexer and validators, and demo with a Real estate AI Agent use case\n\n[BUIDL](https://dorahacks.io/buidl/11132)\n\nBUIDL link: https://dorahacks.io/buidl/11132\n\n### The project is aiming for building a data base to protect storage providers storing NSFW(not safe for work) content. With generative AI technology, the NSFW content is increasing rapidly, we need a tool to early detect it, and protect our storage providers from legal risk.The tool uses using Vision Transformer (ViT) model on GPU to accelerate the filtering process.\n\n[BUIDL](https://dorahacks.io/buidl/10576)\n\nBUIDL link: https://dorahacks.io/buidl/10576\n\nThe Merkle Assured Chunking (MAC) Data Economy toolbox by Merkle Meta is a comprehensive data management and integrity verification suite that streamlines the handling of large datasets through metadata standardization, chunking, Merkle tree-based verification, indexing, and efficient search capabilities.\n\n[BUIDL](https://dorahacks.io/buidl/10457)\n\nBUIDL link: https://dorahacks.io/buidl/10457\n\nDataswap is a blockchain-based Layer 2 project built on IPFS and Filecoin, functioning as a decentralized open data exchange platform. Its goal is to aggregate open datasets from various regions and industries globally, enabling the permanent storage of valuable human data. Additionally, Dataswap offers comprehensive and reliable services for data retrieval, downloading, and analysis. Through these efforts, it aims to facilitate data sharing and collaborative progress for humanity.\n\n[BUIDL](https://dorahacks.io/buidl/10821)\n\nBUIDL link: https://dorahacks.io/buidl/10821\n\nA decentralized and on-chain Minecraft-like game in which users own and monetize their assets on-chain by leveraging blockchain and IPFS technology.\n\n[BUIDL](https://dorahacks.io/buidl/11183)\n\nBUIDL link: https://dorahacks.io/buidl/11183\n\nThis project improves model delivery for MLops by using IPFS. It addresses network congestion issues when pulling data from Hugging Face by modifying libraries to fetch models from IPFS. It also provides a solution for maintaining access to ML models under potential censorship.\n\n# IPC\n\n![Winners-IPC Track-1.jpg](https://cdn.dorahacks.io/static/files/18f1087a432876763af482041c6a8140.jpg)\n\n### 🥇 First Prize\n\n[BUIDL](https://dorahacks.io/buidl/11161)\n\nBUIDL link: https://dorahacks.io/buidl/11161\n\nIPUP is a pack of multiple custom syscalls which allow extending your contract's on-chain functionality beyond the native level. It currently includes 5 custom syscalls including hashing algorithms such as blake2 and crc64, password encryption algorithms such as pbkdf2 and argon2, along with non-verifiable prng.\n\n### 🥈 Second Prize\n\n[BUIDL](https://dorahacks.io/buidl/11167)\n\nBUIDL link: https://dorahacks.io/buidl/11167\n\nAnik is a crypto economic trust layer for the Filecoin Ecosystem which uses Restaking to allow developers to launch trusted IPC Subnets and Storage Providers to provide trusted deals with the future goal of providing for all areas of Filecoin Ecosystem\n\n### 🥉 Third Prize\n\n[BUIDL](https://dorahacks.io/buidl/10858)\n\nBUIDL link: https://dorahacks.io/buidl/10858\n\nBrowse and explore InterPlanetary Consensus (IPC) subnets\n\n![Winners-IPC Track.jpg](https://cdn.dorahacks.io/static/files/18f1088464ce69d42b3677f408bb4199.jpg)\n\n### Runners up\n\n[BUIDL](https://dorahacks.io/buidl/10798)\n\nBUIDL link: https://dorahacks.io/buidl/10798\n\nIPC is a great framework for creating custom subnets for solving different use cases.\n\n[BUIDL](https://dorahacks.io/buidl/11126)\n\nBUIDL link: https://dorahacks.io/buidl/11126\n\nThis is a local web ui, for [IPC](https://www.ipc.space/). its tested on WSL on windows system , it allows you to easily create accounts , create subnets, join subnets, and deploy subnets. in addition to applying blueprints which are a custom subnets.\n\n[BUIDL](https://dorahacks.io/buidl/11164)\n\nBUIDL link: https://dorahacks.io/buidl/11164\n\nShady is a groundbreaking prediction market platform designed to redefine how individuals engage in forecasting events while prioritizing speed and scalability. Unlike traditional prediction markets. The platform leverages blockchain technology for transparency and decentralization, creating a tamper-proof environment for users to make predictions without compromising their confidentiality. Shady uses IPC to create a individual subnet for each market thereby reducing the transactions time under seconds.\n\n\n# Push\n\n![Push1.jpg](https://cdn.dorahacks.io/static/files/18f1087bccf120ac58df93a49c0a968c.jpg)\n\n### Conditional Gating\n\n[BUIDL](https://dorahacks.io/buidl/11134)\n\nBUIDL link: https://dorahacks.io/buidl/11134\n\nMint an NFT, include a PDF of a legal contract in the metadata and automatically mint ERC20 tokens that are connected to it. These tokens can be used in an AMM to provide it with instant liquidity -- all accessible via our website.\n\n![Push2.jpg](https://cdn.dorahacks.io/static/files/18f1086b89bbc1c3c5ba0464ba69cc85.jpg)\n\n### Runners Up\n\n[BUIDL](https://dorahacks.io/buidl/10733)\n\nBUIDL link: https://dorahacks.io/buidl/10733\n\n### Push Curator is a project aimed at delivering personalized news notifications to users based on their interests. It utilizes push protocols and custom notification channels to allow users to subscribe to specific categories and receive relevant updates accordingly.\n\n[BUIDL](https://dorahacks.io/buidl/11175)\n\nBUIDL link: https://dorahacks.io/buidl/11175\n\nPush Meets is a cutting-edge web application built around the push protocol, offering seamless wallet-to-wallet video calls and real-time communication features. With Push Meets, users can effortlessly connect with their wallets, initiate video calls, create instant meetings, schedule future meetings, manage contacts, and engage in real-time chat conversations, all within a secure and user-friendly environment.\n\n\n# Fleek\n\n![Winners-Fleek Track.jpg](https://cdn.dorahacks.io/static/files/18f1088a97b52193662afcb453cafb72.jpg)\n\n### 🥇 First Prize\n\n[BUIDL](https://dorahacks.io/buidl/11202)\n\nBUIDL link: https://dorahacks.io/buidl/11202\n\nTaleToken is a pioneering NFT marketplace dedicated to the world of written stories. This platform merges the realms of literature and blockchain, offering writers a unique space to mint, sell, and buy stories as NFTs. Utilizing the innovative Space SDK, TaleToken not only facilitates the creation of a writer's digital identity but also provides a comprehensive suite for uploading written works (such as PDFs) to Fleek's IPFS storage, seamlessly transforming these stories into purchasable NFTs directly linked to the writer’s wallet address, with MetaMask integration for ease of use.\n\n# Tableland\n\n![Winners-Tableland Track.jpg](https://cdn.dorahacks.io/static/files/18f1088dbb56ce19aa7b83d4b3487220.jpg)\n\n### 🥇 First Prize\n\n[BUIDL](https://dorahacks.io/buidl/11219)\n\nBUIDL link: https://dorahacks.io/buidl/11219\n\nDBNS is a groundbreaking protocol designed to revolutionize data management and access control in decentralized environments. With a focus on Web3 technologies and integration with Filecoin Naming Service (FNS), Tableland, PushProtocol, Fleek, Lighthouse, DBNS aims to become the premier platform for data sharing, collaboration, and monetization in the decentralized web. Provides a structured and secure way to organize, share, and monetize datasets and associated codebases. Leveraging the power of IPFS and Filecoin networks, alongside advanced encryption techniques and smart contract capabilities, DBNS ensures data integrity, accessibility, and incentivized participation.\n\n![Winners-Tableland Track-1.jpg](https://cdn.dorahacks.io/static/files/18f10890a18164bf040b23049a991168.jpg)\n\n### Runners Up\n\n[BUIDL](https://dorahacks.io/buidl/11199)\n\nBUIDL link: https://dorahacks.io/buidl/11199\n\nWe build on Filecoin, Tableland to achieve RAG with trustless decentralized indexer and validators, and demo with a Real estate AI Agent use case\n\n[BUIDL](https://dorahacks.io/buidl/11186)\n\nBUIDL link: https://dorahacks.io/buidl/11186\n\nChainquery is a Web3 Q&A platform where users can ask questions and create bounties related to web3, solidity, blockchain, and more. Rewards are distributed based on votes, with the option for the question creator to allocate a main bounty. Users can also answer questions and receive main bounty payments simultaneously."}],"skills":null,"applied":false,"isCurrentHackerRegistered":false,"buidlsCount":134,"applicationsCount":146,"organization":{"id":662,"name":"Filecoin","logo":"https://cdn.dorahacks.io/images/org/default-avatar.jpg"},"description":"# Introduction\n\nWelcome to the **Data Economy Hackathon**! This hackathon is all about bringing together the brightest minds to push the boundaries of what's possible in web3. Imagined by PL Architect in collaboration with our flagship sponsors, [Filecoin](https://filecoin.io) and [InterPlanetary Consensus (IPC)](https://ipc.space), we are rallying developers from Asia and across the globe to explore and build on the [Protocol Labs Ecosystem](https://www.plnetwork.io/) tech stack. With a focus on Filecoin and IPC, here’s what we’re aiming for:\n- **Harness Data Value:** Tap into decentralized networks to maximize data utility.\n- **Innovate for Scalability:** Develop with InterPlanetary Consensus for cutting-edge scalability.\n- **Create with Filecoin:** Bring to life dApps that enhance the Filecoin ecosystem.\n- **Smooth Out the Filecoin Experience:** Aim for projects that refine participation in the Filecoin network.\n\nWinners will be showcased to our accelerator programs with leading partners, including Longhash Ventures & Graph Paper Capital, and be exposed to our extensive investor & mentor network. \n\nThat's our vision for sparking an open data economy revolution.\n\n# About Us\nAt **Protocol Labs Architect** we believe *The Ecosystem* outperforms *The Corporation* as the dominant driver of progress for humanity. Our craft is the structured and programmatic design and growth of internet-scale ecosystems in computing.\n\nOur global programming supported:\n - 63,000 hackers with $1.6M+ in prizes\n - 602 grants awarded across categories\n - 300 teams graduated from our accelerators; these early-stage teams have raised > $440M+ in venture capital to date\n\n**Filecoin**\nFilecoin is the L1 blockchain and storage network uniquely poised to power the open data economy. The mission of Filecoin is to create a decentralized, efficient, and robust foundation for humanity’s information.\nThe Filecoin Virtual Machine, launched in March 2023, brings programmability to Filecoin, & has already gained traction with thousands of developers.\n\n**InterPlanetary Consensus (IPC)**\nWith IPC, decentralized apps can reach planetary-scale through recursively scalable subnets, sub-second transactions, robust compute workloads, and highly adaptable WebAssembly runtimes tailored to dev requirements.\nIt enables the creation of flexible, living networks of customizable sidechains or \"subnets\", which can achieve massive scaling by running parallel chains that interoperate with one another.\nThe journey begins with supercharging devs’ capabilities on the Filecoin network.\n\n**Fleek**\nFleek gives developers everything they need to seamlessly build Web3 apps and services that are edge-optimized for performance and helps with decentralized hosting, storage, CDN and more.\n\n**Push Protocol**\nPush is the communication protocol of web3. Push protocol enables cross-chain notifications and messaging for dapps, wallets, and services tied to wallet addresses in an open, gasless, and platform-agnostic fashion. The open communication layer allows any crypto wallet /frontend to tap into the network and get the communication across.\n\n**Tableland**\nTableland is an open source, permissionless cloud database built on SQLite, enabling tamperproof data interaction for apps, data pipelines, or EVM smart contracts. Tableland stands at the intersection of blockchain's security and traditional databases' flexibility, offering a decentralized solution for relational data management.\n\n\n# Key Dates\n- Opening ceremony (19th Feb)\n- Workshops (20-23rd Feb)\n- Submission deadline (7th Apr)\n- Winners announced (17th Apr)\n\n\n# Startup Challenge\n**Total Prize Pool: $500,000 USD** (in accelerator seed funding)
\n**No. of Winners:** Max. 5x (shortlisted for priority consideration by Protocol Labs Accelerator Partners, including Longhash, Graph Paper Capital & more)\n\n**Challenge:** Best BUIDL (project) submitted to any Dorahacks Data Economy hackathon track or sponsor bounty with a potential to turn into a startup.\n\n**What makes for a good submission for this challenge?**\n- **Innovative Idea:** An idea that’s technically creative, and solves a real problem innovatively.\n- **Demonstrated understanding of the technology:** Clear perspective on why you chose this technology or its associated ecosystem for your use case. \n- **Product Prototype:** A working prototype demonstrating how the idea comes to life for its users.\n- **Strong Team:** A strong team comes with a great mix of skills, including technical expertise, ability to execute and a strong understanding of Product.\n- **Business Model:** A simple plan (at this stage) with a potential to generate revenue or create value through other means.\n- **Great Pitch:** A clear, concise pitch that summarizes the above.\n\n# Prize Eligibility\n- Submitting the same project across multiple hackathons will lead to disqualification.\n- Projects that have been awarded Filecoin grants will not be awarded a Hackathon prize if their grant has been approved and the scope of work for the hackathon and the grant are the same.\n- Only projects or features (preferably in separate branch) built specifically for the respective hackathon will be considered for prizes.\n- Broken links may disqualify the project from the judging process.\n- We have instituted policies to confirm payment disbursements are compliant with legally required sanctions. *(A list of sanctioned and otherwise restricted countries include, without limitation: Cuba, Iran, North Korea, Syria, the Crimea region of Ukraine, the so-called Donetsk People’s Republic and the so-called Luhansk People’s Republic. Depending on which country a team resides, they may not be eligible to participate in our events and/or receive prize payments. We may request teams provide relevant information as necessary, and will process payments once cleared by our legal team.)*\n\nA quick check before submission can prevent disqualification and keep your project in contention for a prize. Let’s make sure all that hard work pays off!\n\nCheck out the [prize tracks](https://dorahacks.io/hackathon/filecoin-data-economy/tracks)\n\n\n# Submission Guidelines\n*At a minimum* submissions for prizes should include the following items:\n\n**(1) Project Description**\n- The name and summary of the project.\n- Names/pseudonyms of team members and contact info (e.g., GitHub handle, email address, or other).\n- How the project uses our technology with **explicit** links to files & functions in code where this technology is used and addresses of smart contracts deployed (FVM).\n\n**(2) Link to the publicly visible source code repository**\n- A comprehensive README, incl. a clear description of the work and mention of how our tech is \n used in the Technologies Used section of README.\n- A link to the working demo or testing guide.\n\n**(3) Showcase *[optional]***\n- Short (typically 2-3 minute) video that presents the idea, including a brief demo that demonstrates tech\n usage.\n\n\n# Judging Criteria\n1. **Novelty/Creativity:** Does it have unique and novel features or combine features of other products or services in a unique and novel way? Does it solve a new problem? Is it creative and puts a smile on people’s faces?\n2. **Potential Impact:** Does it fill a gap in the universe, and have the potential to be used frequently by a large, growing and diverse audience or market?\n3. **Technical Accomplishment:** Is the code elegant, clean, and technically interesting? Is the project complete?\n4. **Implementation:** How well integrated and critical a part our technology is of your project? *[FVM-related: How well does the project leverage content addressing that is native to FVM?]*\n5. **Design:** How is the UX/UI/DX? Is it easy to use? If targeting developers, is the experience smooth and intuitive? Does the visual design delight you?\n\n*Event-specific deviations may be possible. Contact the FVM hackathons team with questions, if any.*","onboardingCompleted":false,"registerFormUrl":null,"preRegisterTime":0,"publicContactHackerHandle":null,"hackersCount":482,"winnerAnnounced":true,"teamCount":0,"title":"Filecoin | InterPlanetary Consensus (IPC): Data Economy Hackathon","uname":"filecoin-data-economy","imageUrl":"https://cdn.dorahacks.io/static/files/18d7a492c3b14c3590930f347a5bbe4d.png","originUrl":null,"startTime":1708300800,"endTime":1712552400,"timezone":"480","city":null,"visible":true,"approvalStatus":6,"state":0,"voteUrl":null,"voteMechanism":null,"bonusPrice":540000,"bonusMechanism":null,"followersCount":0,"ecosystem":"Filecoin,IPC,Fleek,Push Protocol,Tableland","applyGuide":null,"weight":0,"participationForm":"Virtual","field":"Programmable Storage,DataDAOs,DeFi,State/Storage Integration,New FVM runtimes,Large scale Applications","email":"hackathons@protocol.ai","contacts":"Email,hackathons@protocol.ai","externalContacts":null,"telegram":null,"discord":null,"whatsapp":null,"wechat":null,"prizeFundingEscrowed":0,"token":"USD","prizeSafeForm":0,"prizeSafeNetwork":null,"prizeSafeOwner":null,"prizeSafeWallet":null,"prizeSafePublishDate":null,"hasOnboarding":true,"isPublicTrackJudging":false,"isEndedTrackJudging":true,"question":"Have you double-checked that your project meets all submission criteria and guidelines?","countryId":null,"cityId":null,"venueName":null,"venueAddress":null,"category":1,"isEnableBounty":true,"isBountyRequired":false,"isEndedBountyJudging":false,"bountiesLimitForBuidl":10,"isPublicBountyJudging":false,"isMultiTracksAllowed":false,"tracksLimitForBuidl":0,"showIdeaTab":true,"showQuestionTab":true,"showTeamTab":false,"bonusDescription":[],"askHackers":[],"isEnabledQuestions":true,"isEnabledAskHackers":false,"isBuidlsPrivate":false,"trackJudgingMaxScore":100,"bountyJudgingMaxScore":100,"isExtended":false,"oldEndTime":null,"status":2},"status":4,"bounty":null,"track":null,"table":"0","trackObj":{"id":670,"name":"Filecoin","judgingCriteria":"# Instructions\nPlease rate each project across the 5 categories below. Each category can earn a total of 20 points (100 is the highest possible score).\n\nIn the **Personal Comments** section, please make sure to add your ratings for each category:\n\nFor example:\n Novelty/Creativity - 10\n Design - 12\n Potential Impact - 3\n Implementation - 19\n Technical Accomplishment - 13\n\n# Judging Categories\n\n**Novelty/Creativity:** Does it have unique and novel features or combine features of other products or services in a unique and novel way? Does it solve a new problem? Is it creative and puts a smile on people’s faces?\n\n**Potential Impact:** Does it fill a gap in the universe, and have the potential to be used frequently by a large, growing and diverse audience or market?\n\n**Technical Accomplishment:** Is the code elegant, clean, and technically interesting? Is the project complete?\n\n**Implementation:** How well integrated and critical a part our technology is of your project? [FVM-related: How well does the project leverage content addressing that is native to FVM?]\n\n**Design:** How is the UX/UI/DX? Is it easy to use? If targeting developers, is the experience smooth and intuitive? Does the visual design delight you?","weight":0},"bountyObjs":[]}],"chain":[],"chainList":[],"appliedGrant":false,"acceptRewards":false,"owner":120308,"ownerInfo":{"nickname":"endomorphosis","username":"U_f2367bc9b77d7","avatar":"https://cdn.dorahacks.io/static/files/18e002b75cfef4dddaa2623443991473.png"},"visible":true,"deleted":false,"continuousSponsoring":false,"pageView":0,"sponsoredCount":0,"starCount":0,"sponsoredAmount":"0.00","sponsoredPersons":0,"followers":0,"voteCount":0,"projectMembers":[],"bnbRound":null,"doraGrantDaoTags":[],"techTrees":[3],"infrastructureTags":[],"otherInfrastructures":[],"lastEditor":{"id":120308,"username":"U_f2367bc9b77d7","date":1736433077000},"upvoted":false,"followed":false,"upvoters":{"count":0,"list":[]},"kycStatus":0,"ideas":[],"name":"IPFS Huggingface Bridge","techniqueField":"","source":"-","vision":"This allows people to download and host AI models and datasets via IPFS or S3, and resist government censorship.","projectDescription":"# Hackathon Repo:\nhttps://github.com/endomorphosis/dataeconomyhackathon\n# Public Repos:\n\n[https://github.com/endomorphosis/ipfs_transformers\n](https://github.com/endomorphosis/ipfs_transformers)\n\n[https://github.com/endomorphosis/ipfs_transformers_js\n](https://github.com/endomorphosis/ipfs_transformers_js)\n\n[https://github.com/endomorphosis/ipfs_datasets\n](https://github.com/endomorphosis/ipfs_datasets)\n\n[https://github.com/endomorphosis/orbitdb-benchmark/\n](https://github.com/endomorphosis/orbitdb-benchmark/)\n\n# Introduction:\n\nI initially started this, because I was intending on using the IPFS models for my MLops model delivery, but I started to consider after talking to Yannic Kilcher CEO of Deep Judge, regarding the UX of training models and fetching data from huggingface, that having multiple workers simultaneously all pulling data from huggingface was bad for network congestion, and decided to try to modify the huggingface libraries to fetch models from IPFS, which might include a neighboring node in the same datacenter or a pinning service, or from S3 when there is no pin available, or from HTTPS when neither are available. For those who do not know, machine learning systems need to optimize for latency and bandwidth, in order to keep the GPU/TPU/NPU utilization high. This is why for example instead of a hub and spoke network model, Nvidia and Google use some variant of ring networking called a toroidal network, in order to avoid the bottlenecks in a traditional network layout. This means that each accelerator is directly sharing data with its neighboring accelerators, instead of relying on a centralized router, because if you double your number of accelerators you will double your network throughput per node, rather than halving it with a traditional hub and spoke network layout.\n\nSubsequently the US government is proposing to classify open source models as 'dual use' export controlled, in addition to KYC and deplatforming for people who are 'red flagged'. I have been working on some code to scrape huggingface and serve models on IPFS, mainly out of concerns that a 3d avatar legal secretary will get attacked or shut down by malefactors, because it will be assisting people in their lawsuits against the government, many of whom are being held in jail without a public defender because there are simply none available. However with the new regulations it appears that huggingface will be under pressure to comply with the ITAR regulations, and close access to any machine learning model with more than 10 billion parameters, and will face jail time if they do not comply, so I am creating this to maintain access to ML models even if they are censored. While I certainly think that this regulation is a classic \"prior restraint on speech\", that will likely take several years to work its way through the courts, and in the meanwhile there needs to be a stopgap measure to mitigate the supply chain risk.\n\nThis library acts as a wrapper which adds a static methods .from_auto_download and .from_ipfs to the transformers library, but the repository also contains a scraper for huggingface with a CLI, some model conversion utilities, and a website to easily browse what models are available in the collection. The ipfs_kit library support a wrapper for ipfs_daemon, ipfs_cluster_service and ipfs_cluster_follow, and changing self.role from leecher to worker or master should install / configure it.\n\n# Sources:\n\n[JusticeDAO pitch deck\n](https://docs.google.com/presentation/d/1_PejXm_nDP_b_Vig_WcnUh4WkFsSy2U0-ERQP2SD6-4/edit?usp=sharing)\n\nhttps://www.federalregister.gov/documents/2024/01/29/2024-01580/taking-additional-steps-to-address-the-national-emergency-with-respect-to-significant-malicious\n\nhttps://www.regulations.gov/document/NTIA-2023-0009-0001\n\nhttps://venturebeat.com/ai/nist-staffers-revolt-against-potential-appointment-of-effective-altruist-ai-researcher-to-us-ai-safety-institute/\n\nhttps://yro.slashdot.org/story/24/03/11/185217/us-must-move-decisively-to-avert-extinction-level-threat-from-ai-govt-commissioned-report-says\n\nhttps://www.opb.org/article/2022/01/20/american-bar-association-finds-oregon-has-just-13-of-needed-public-defenders/","teamDescription":"Benjamin Barber - Machine learning engineer for legal startup called JusticeDAO, creating a interactive AI generated 3d Avatar legal secretary, Formerly Cloud infrastructure engineer Intel Corp, fullstack web developer \n\nKevin De Haan cofounder - Front end web developer, QA / bugfixing\n\n(not participating) Manuel Otto cofounder - Machine learning engineer, full stack web developer, and XRP developer.","githubPage":"https://github.com/endomorphosis/dataeconomyhackathon","githubVerify":0,"demoLink":null,"demoVideo":"https://youtu.be/IZy48CU5F7U","ownerTitle":null,"ownerIntroduction":null,"twitterVerified":false,"weibo":null,"nft":null,"scOwner":"","editTime":1736433077,"upvotes":"0.00","isRecruitingEnabled":false,"recruitingInfo":"","recruitingLink":null,"twitter":"endomorphosis","facebook":null,"instagram":null,"socialTelegram":null,"socialDiscord":null,"socialLinks":[],"showedFunding":false,"agentStatus":null,"createdAt":"2024-04-08T07:41:41.536831+08:00","updatedAt":"2024-04-08T12:06:53.451118+08:00","milestoneEditor":120308,"path":"/buidl/11183","techField":"","techFieldAry":[],"techTree":[3],"tags":[],"otherTags":[],"origin":"-","intro":"# Hackathon Repo:\nhttps://github.com/endomorphosis/dataeconomyhackathon\n# Public Repos:\n\n[https://github.com/endomorphosis/ipfs_transformers\n](https://github.com/endomorphosis/ipfs_transformers)\n\n[https://github.com/endomorphosis/ipfs_transformers_js\n](https://github.com/endomorphosis/ipfs_transformers_js)\n\n[https://github.com/endomorphosis/ipfs_datasets\n](https://github.com/endomorphosis/ipfs_datasets)\n\n[https://github.com/endomorphosis/orbitdb-benchmark/\n](https://github.com/endomorphosis/orbitdb-benchmark/)\n\n# Introduction:\n\nI initially started this, because I was intending on using the IPFS models for my MLops model delivery, but I started to consider after talking to Yannic Kilcher CEO of Deep Judge, regarding the UX of training models and fetching data from huggingface, that having multiple workers simultaneously all pulling data from huggingface was bad for network congestion, and decided to try to modify the huggingface libraries to fetch models from IPFS, which might include a neighboring node in the same datacenter or a pinning service, or from S3 when there is no pin available, or from HTTPS when neither are available. For those who do not know, machine learning systems need to optimize for latency and bandwidth, in order to keep the GPU/TPU/NPU utilization high. This is why for example instead of a hub and spoke network model, Nvidia and Google use some variant of ring networking called a toroidal network, in order to avoid the bottlenecks in a traditional network layout. This means that each accelerator is directly sharing data with its neighboring accelerators, instead of relying on a centralized router, because if you double your number of accelerators you will double your network throughput per node, rather than halving it with a traditional hub and spoke network layout.\n\nSubsequently the US government is proposing to classify open source models as 'dual use' export controlled, in addition to KYC and deplatforming for people who are 'red flagged'. I have been working on some code to scrape huggingface and serve models on IPFS, mainly out of concerns that a 3d avatar legal secretary will get attacked or shut down by malefactors, because it will be assisting people in their lawsuits against the government, many of whom are being held in jail without a public defender because there are simply none available. However with the new regulations it appears that huggingface will be under pressure to comply with the ITAR regulations, and close access to any machine learning model with more than 10 billion parameters, and will face jail time if they do not comply, so I am creating this to maintain access to ML models even if they are censored. While I certainly think that this regulation is a classic \"prior restraint on speech\", that will likely take several years to work its way through the courts, and in the meanwhile there needs to be a stopgap measure to mitigate the supply chain risk.\n\nThis library acts as a wrapper which adds a static methods .from_auto_download and .from_ipfs to the transformers library, but the repository also contains a scraper for huggingface with a CLI, some model conversion utilities, and a website to easily browse what models are available in the collection. The ipfs_kit library support a wrapper for ipfs_daemon, ipfs_cluster_service and ipfs_cluster_follow, and changing self.role from leecher to worker or master should install / configure it.\n\n# Sources:\n\n[JusticeDAO pitch deck\n](https://docs.google.com/presentation/d/1_PejXm_nDP_b_Vig_WcnUh4WkFsSy2U0-ERQP2SD6-4/edit?usp=sharing)\n\nhttps://www.federalregister.gov/documents/2024/01/29/2024-01580/taking-additional-steps-to-address-the-national-emergency-with-respect-to-significant-malicious\n\nhttps://www.regulations.gov/document/NTIA-2023-0009-0001\n\nhttps://venturebeat.com/ai/nist-staffers-revolt-against-potential-appointment-of-effective-altruist-ai-researcher-to-us-ai-safety-institute/\n\nhttps://yro.slashdot.org/story/24/03/11/185217/us-must-move-decisively-to-avert-extinction-level-threat-from-ai-govt-commissioned-report-says\n\nhttps://www.opb.org/article/2022/01/20/american-bar-association-finds-oregon-has-just-13-of-needed-public-defenders/","images":["https://cdn.dorahacks.io/static/files/18ebaf00703d06292e34e024ea3ade30.png"],"team":"Benjamin Barber - Machine learning engineer for legal startup called JusticeDAO, creating a interactive AI generated 3d Avatar legal secretary, Formerly Cloud infrastructure engineer Intel Corp, fullstack web developer \n\nKevin De Haan cofounder - Front end web developer, QA / bugfixing\n\n(not participating) Manuel Otto cofounder - Machine learning engineer, full stack web developer, and XRP developer.","github":"https://github.com/endomorphosis/dataeconomyhackathon","demo":null,"video":"https://youtu.be/IZy48CU5F7U","socialTwitter":"endomorphosis","socialFacebook":null,"socialInstagram":null,"nftId":null,"haxonBuidls":[{"id":11825,"projectId":11183,"name":"IPFS Huggingface Bridge","track":"Filecoin","bounties":[],"haxonId":298,"haxonName":"Filecoin | InterPlanetary Consensus (IPC): Data Economy Hackathon","status":2,"haxonCreateAt":"2024/02/19 00:00:00 UTC"}],"kudoData":null,"bountyObjs":[],"tracks":[],"badges":["{\"schema\":\"BADGE\",\"d\":{\"index\":\"b9196\",\"badgeType\":\"buidl\",\"path\":\"/buidl/11183/achievement/b9196\",\"ownerId\":11183,\"iconName\":\"b0\",\"updatedDate\":\"2024/04/24\",\"title\":\"Filecoin | InterPlanetary Consensus (IPC): Data Economy Hackathon\",\"detail\":\"Participation\",\"tag\":\"Hackathon\",\"imageUrl\":\"https://cdn.dorahacks.io/static/badge/b0_Filecoin~c32|~c32InterPlanetary~c32Consensus~c32(IPC):~c32Data~c32Economy~c32Hackathon.webp\",\"shareImageUrl\":\"https://cdn.dorahacks.io/static/badge/b0_Filecoin~c32|~c32InterPlanetary~c32Consensus~c32(IPC):~c32Data~c32Economy~c32Hackathon.jpg\",\"id\":9196,\"metaInfo\":{\"type\":\"HACKATHON_PARTICIPATION\",\"hackathonId\":298,\"title\":\"Filecoin | InterPlanetary Consensus (IPC): Data Economy Hackathon\"},\"createdAt\":1713963242,\"updatedAt\":1713963242,\"type\":0,\"subjectId\":298,\"metadata\":{},\"buidl\":11183}}","{\"schema\":\"BADGE\",\"d\":{\"index\":\"b9172\",\"badgeType\":\"buidl\",\"path\":\"/buidl/11183/achievement/b9172\",\"ownerId\":11183,\"iconName\":\"b1\",\"updatedDate\":\"2024/04/24\",\"title\":\"Filecoin | InterPlanetary Consensus (IPC): Data Economy Hackathon\",\"detail\":\"Winner\",\"tag\":\"Hackathon\",\"imageUrl\":\"https://cdn.dorahacks.io/static/badge/b1_Filecoin~c32|~c32InterPlanetary~c32Consensus~c32(IPC):~c32Data~c32Economy~c32Hackathon.webp\",\"shareImageUrl\":\"https://cdn.dorahacks.io/static/badge/b1_Filecoin~c32|~c32InterPlanetary~c32Consensus~c32(IPC):~c32Data~c32Economy~c32Hackathon.jpg\",\"id\":9172,\"metaInfo\":{\"type\":\"HACKATHON_WINNER\",\"hackathonId\":298,\"title\":\"Filecoin | InterPlanetary Consensus (IPC): Data Economy Hackathon\"},\"createdAt\":1713962920,\"updatedAt\":1713962920,\"type\":1,\"subjectId\":298,\"metadata\":{},\"buidl\":11183}}"]}}