We think it is pretty cool too 😎 Proud of our community & the #CardanoCommunity For more details check the repo 👉🏻

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The #NuNet team recently published a research paper 'Extending #GPU Container Support to AMD and Intel: A Developer Approach for Decentralized Scaling' This research was done in preparation for our #ProjectCatalyst Fund10 Proposal Decentralized GPU Clusters – Research & PoC 💡 GPUs have enhanced the speed and efficiency of Machine Learning & deep learning applications 👉🏻 Docker containers are becoming more and more favored for guaranteeing the reproducibility & scalability of these applications. 🤔 Docker's built-in GPU compatibility is restricted to #Nvidia GPUs, creating an obstacle to leveraging #AMD and Intel GPUs 💡In this paper, #NuNet introduces an innovative method, employing Go, to expand Docker's #GPU compatibility to include #AMD and #Intel GPUs. ✅ This approach offers a vendor-neutral solution at the development level 📚

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#NuNet is a collaborative open-source project that champions transparency and innovation 🤝 Stay in the loop with the latest technical updates from #NuNet by following our GitLab 👇

A big thank you to the passionate #NuNet Testers Community! Stages 3 and 4 of Public Alpha Testnet Campaign are ongoing 🙌 Read all about our NuNet Public Alpha Testnet Reward Structure👇

Milestone: NuNet Public Alpha on Mainnet 🌐 🛠️ ISSUE: Stop container based on time limit and transfer progress to SP machine ✨ Why To implement timeout to a job and to implement resuming of a timed out job. 🔧 How A job initiated from an SPD request is monitored with a timeout mechanism. Progress of an ML job in a Docker container is tracked, and upon timeout, the Control Platform (CP) encrypts and sends the data back to SPD, ensuring security in transit. 📖 For a detailed breakdown, check out the issue on GitLab: -

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Did you know, we have completed our Project Catalyst funded F8 Decentralized GPU ML use case 🤝 👀 To read the full close off report click on the link below 👇

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Team #NuNet Focus this week: 🖥️ Based on CID, pin data 🤖 CPU Machine Learning Job Failed To Start, Tokens Still Taken ⛓️ Stop container based on time limit and transfer progress to SP machine In Review ✅ Small refactoring on PubSub implementation and Unit Tests

Milestone: NuNet Public Alpha on Mainnet 🌐 🛠️ ISSUE: Update the data types on SPD ✨ What Update the SPD to include the datum type which excludes the signature and message and includes the meta-data hash and the action hashes 🔧 How We need to receive these new inputs from the Oracle via the DMS so their is a dependence on an updated DMS API for task completion 📖 For a detailed breakdown, check out the issue on GitLab: -

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NuNet & #DeSci 1/6 🧪 #DeSci (Decentralized Science) is a new approach to scientific research that combines modern research with Web3 technology, such as blockchain & #decentralized networks It aims to address challenges faced by traditional scientific research, such as lack of transparency, data management, & inefficiencies in the scientific process 2/6 🗺️ With DeSci, scientists + researchers can collaborate on a global scale & scientific data can be shared and verified by the entire community By combining the power of #blockchain and #decentralized networks with scientific research, #DeSci can help accelerate scientific progress + enable breakthrough discoveries that benefit humanity 3/6 🔒 However, the biggest challenges in DeSci are the management of scientific data, which can be difficult to share and verify, + the costs of running on centralized computational resources. This is where NuNet comes in 4/6 🤝 #NuNet is a decentralized computing framework that connects data owners & computing resources with computational processes It provides a layer of intelligent interoperability between computational processes & physical computing infrastructures, making scientific research more efficient and transparent 5/6 By providing a decentralized computing framework that aligns with the principles of DeSci, NuNet can contribute to the advancement of scientific research and help accelerate scientific progress 💪 6/6 Whether it's for machine learning, #scientificresearch, or big data analytics NuNet can provide a cost-effective, scalable & secure infrastructure for scientific research, aligning with the principles of #DeSci

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#DeSci #NuNet #DecentralizedScience #Blockchain #ScientificResearch

We had a highly productive week at #NuNet 😎 Our Focus: 🙌 Concluded #ProjectCatalyst #Fund10 voting phase. Dev Focus: 🌐 CID distribution through DHT 🔄 Update the data types on SPD 📦 Moved "Implement container identification" to review Follow us ▶️

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Thank you to the #Cardano Voters! We'd like to express our appreciation to the #Cardanocommunity who showed their support for #NuNet & other projects, all of which are working towards the growth and improvement of #Cardano #ProjectCatalyst #Fund10 #BuildingOnCardano

#NuNet has been listed on @p2b_exchange & @CoinstoreExc NTX is a utility token that acts as the settlement layer between compute providers and service providers 🖥️ 📷 Read our risk disclosure statement before acquiring NTX token

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#ProjectCatalyst Fund 10 Voting ends today 🗳️ Time is running out, with the voting deadline set 11 AM UTC 🕰️ Watch Part 1 & 2 of our Catalyst Discussion, where we thoroughly examine each #NuNet proposal. Part 1 ▶️

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Part 2 ⏩

1️⃣ DAY REMAINING! Get your votes in before 11 AM UTC tomorrow 🗳️ 🔎 Search 'NuNet' in the Catalyst App to see all of our Fund10 Proposals 🔀 Decentralized GPU Clusters – Research & PoC ➡️

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💻 Decentralized #GPU Splitting on software level ➡️

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💬 #OSS #ChatGPT alternatives on Decentralized network ➡️

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🧬 Bioinformatics simulations with Decentralized Computing ➡️

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🔐 DIDs for Components in NuNet Ecosystem in partnership with @IAM_X_IDENTITY ➡️

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🛠️ Enabling Elasticsearch Clusters on decentralized hardware in partnership with - @IAM_X_IDENTITY ➡️

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🤖 ML-Powered NFT Recommendation API, Trained on the NuNet Network in Partnership with @Argus_NFT ➡️

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#Cardano #ProjectCatalyst

🗳️Have you participated in the Fund10 #ProjectCatalyst voting yet? Clock is ticking with only 2️⃣ days remaining until voting ends on Sept 14th at 11 AM UTC Read our proposals here -

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#Cardano #buildingoncardano #NuNet #CardanoCommunity

🎉 Get your votes in before Sep 14th 11am UTC Search 'NuNet' in the Catalyst App to see all of our Fund10 Proposals 🗳️Decentralized GPU Clusters – Research & PoC:

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🗳️Decentralized #GPU Splitting on software level:

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🗳️ #OSS #ChatGPT alternatives on Decentralized network:

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🗳️ Bioinformatics simulations with Decentralized Computing:

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🗳️DIDs for Components in NuNet Ecosystem in partnership with @IAM_X_IDENTITY

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🗳️ Enabling Elasticsearch Clusters on decentralized hardware in partnership with @IAM_X_IDENTITY

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🗳️ ML-Powered NFT Recommendation API, Trained on the NuNet Network in Partnership with @Argus_NFT

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#Cardano #ProjectCatalyst

🌟 Ready for a visionary journey with industry insiders? 🌟🚀 Join us for an exhilarating conversation with Jennifer, the Marketing Community Lead at @nunet_global and Ilya, a dedicated #Cardano enthusiast and team member! 🌐 Discover why the #NUNET team chose #Cardano, get a…

Thanks for having us @coc_space 👂 Tune in at 2:01:00 to hear team #NuNet discuss 👇 👉🏻 Fund10 Project Catalyst Proposals 👉🏻 Value and Impact for #Cardano 👉🏻 Public Alpha Testnet 👉🏻 Why Cardano and the importance of the Cardano Community 👉🏻 Proposal Partnerships with @Argus_NFT @IAM_X_IDENTITY To view and vote for our proposals type 'NuNet' into the Catalyst Voting App 🔍 #CardanoCommunity #BuildingOnCardano

#F10 Proposal NuNet: Running OSS ChatGPT alternatives on decentralized network To learn more read the proposal -

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LAST DAY TO VOTE 👉 14th Sept 2023 🗓️ VOTING ENDS 👉 11 am UTC 🕚 #CardanoCommunity #BuildingOnCardano #Cardano

Another week begins at #NuNet. Our dev focus ⬇️ ▶️ Write unit tests for transactions routes ▶️ Fix libp2p file transfer ▶️ Port onboard-ml/gpu and offboard commands to Go In Review: ✅ Health check for Oracle and ControlServer For more 👉

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Set your reminders 🔔

Make sure to join us today! Last catalyst fund 10 Monday! Come have some coffee and learn what’s being built on #Cardano

🗳️ Voting for #ProjectCatalyst Fund 10 Ends in 4 DAYS! Have you read our Proposals yet ▶️

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To know more details, watch our Part 1 of Catalyst Discussion 👇

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#Cardano #CardanoCommunity #BuildingonCardano

Brought another busy week at #NuNet to a close. Our Focus 📄 Shared our 4th technical community update 👷 Shared a sneak peak of our new Public Alpha Testnet Dashboard Development focus: 🖥️ Update the data types on SPD 🔄 Arm64 and MacOS Integration 🗳️ Voting for Fund10 is on 🗓️ The last day to cast your vote is Sept 14, 2023 Have you read our proposals yet 👉

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@nunet_global チームは、いくつかのエキサイティングな Catalyst Fund 10 の提案を行いました。これらの提案は、Catalyst が資金提供した分散型 GPU ML クラウド ユースケースの成功に基づいており、Nunet の分散型クラウド コンピューティング プラットフォームを開発することを目的としています。

#ProjectCatalyst Fund 10 Voting is in progress 🗳️ Time is running out, with the voting deadline set for September 14th, 2023 🗓️ If you haven't had the opportunity yet, you can review all of our proposals by visiting this link 👉

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👓 Additionally, you can watch Part 1 & 2 of our Catalyst Discussion, where we thoroughly examine each #NuNet proposal. Part 1 Link ▶️

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Part 2 Link ⏩

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#BuildingOnCardano #CardanoCommunity #Cardano

Currently @MinswapDEX is running a governance vote for MIN holders to decide which #ProjectCatalyst proposals they will vote on with their liquidity pool ADA. It includes three of NuNet's proposals👇 🔍 Enabling Elasticsearch Clusters on decentralized hardware with @IAM_X_IDENTITY ▶️

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🔀 Decentralized GPU Splitting on software level ▶️

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🔐 DIDs for Components in NuNet Ecosystem with @IAM_X_IDENTITY ▶️

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The governance vote page can be found here:

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📢 Community Update: Exciting Progress at #NuNet 1️⃣ New Releases: DMS, CPD, and SPD have had recent updates, enhancing reliability and performance. Jobs are running smoothly! 2️⃣ Dashboard Delight: Our new dashboard feature lets testers filter results by their peer ID, offering an overview of DMS jobs. We welcome any suggestions for additional dashboard features from the community 3️⃣ SPD Peers: The new SPD feature showing available peers is a hit! Community members spotted resource calculation discrepancies, sparking an investigation and ongoing fixes. 4️⃣ Image Improvements: Team is working on streamlining image builds, reducing ML container sizes, and enhancing AMD job stability. Pytorch is next on the list. 5️⃣ Test Network Expansion: Our test network infrastructure is expanding, inviting community members with hardware to join on a semi-permanent basis, compensated in NTX. 6️⃣ Machine Benchmarking: We're developing a machine benchmarking system to calculate fair compensation for test-net contributors and improve job-to-resource matching. 7️⃣ Smart Contracts & Oracles: Ongoing updates to smart contracts and oracles, along with tech enhancements for job resumption. Exciting times ahead! Stay tuned for more updates 🌐 Get involved, join our Discord 👉

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Job Opening: Accounting Intern 🌟 Kickstart your finance career with #NuNet! Join us as an Accounting Intern and gain hands-on experience in a dynamic Tech company. Apply now ⬇️

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🚀 Exciting times at NuNet! 🌐 Our Public Alpha Testnet, Testing is ongoing, and it's been an incredible journey so far! 🙌 Our community's engagement has been nothing short of amazing! Your feedback has been invaluable 🤝 🐞 Driving progress in bug fixes 🚀 Network performance enhancements 🔒 Creating secure and robust platform Thank you, NuNet community, please refer to our blog below to know all about Stages 3 and 4 Rewards ⬇️

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Missed out on Stage 1 & 2 rewards ? 🫢 Join our Public Alpha Testnet now to be eligible for stages 3 & 4 🫡 All info can be found on Discord 👉

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Learn about rewards 👉

Have you checked out our new Public Alpha Testnet Dashboard 👀 The #NuNet team has made significant updates for Public Alpha Testnet one of which is our new enhanced dashboard 🤝 Improvements include 🛠️ 👉🏻 Real time data 👉🏻 Filtering capabilities 👉🏻 Ability to see jobs ran on devices Check out the new dashboard here -

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Check out the updated documentation here -

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Exciting developments await at #NuNet this week, with focus on: 🔧 Review and Optimize PyTorch AMD GPU image for Jobs 🖥️ Health check for Oracle and ControlServer 🔄 CID distribution through DHT In Review: ⏺️ Configure control server on test server Details 👉

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#ProjectCatalyst Proposal NuNet: Decentralized GPU Clusters - Research & PoC Read full #ProjectCatalyst proposal here -

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FUND 10 VOTING IS UNDERWAY LAST DAY TO VOTE: 14th SEPT 2023 #NuNet #CardanoCommunity #BuildingOnCardano

#ProjectCatalyst Fund 10 Proposal "NuNet: DIDs for Components in NuNet Ecosystem" Read full proposal here -

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FUND 10 VOTING IS UNDERWAY 🗳️ 🗓️LAST DAY TO VOTE: 14th SEPT 2023 #Cardano #BuildingonCardano #CardanoCommunity

📢 Community Update 🚀 We've made changes to our Service Provider Dashboard (SPD) ✨ New Additions: 🔍 Enhanced Error Handling: Introducing a special handler to display wallet-related errors. Stay informed about your funds at all times. 🛠️ Tweaks & Adjustments: 📋 Peer List Upgrade: We've fine-tuned our peer list for a smoother experience. 🖼️ UI Enhancements: Cleaned up the look with a minor text fix and background removal. 💰 Transaction Transparency: ⛓️ Tracking transactions is key! Now, transaction hashes are included in the send-status for ‘depreq’. Assuring Accuracy, always. Join our Discord ▶️

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Team #NuNet closed out another productive week! We: 🚀 Rolled out exciting new updates for DMS and SPD! 📢 Shared our 3rd Tech Community Update. ✍️ Released a blog detailing the recent improvements to DMS and SPD -

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🗳️ Voting for Fund10 is in full swing! The last day to cast your vote is September 14, 2023 📆 Have you taken a look at our proposals yet? 👉

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🚀 Exciting updates in our latest DMS release! Here's what you need to know FEATURES ADDED 🔥 🔧 GPU Upgrades: Effortlessly detect both AMD and NVIDIA GPUs on one system! Enjoy improved GPU support, especially for identifying mining OS setups. 📜 Swagger Boost: Access request, response structures, and the latest docs right within the project. Added Swag for extra convenience. 💼 Wallet Tweaks: Enhance transaction security with new wallet address validation. Easily retrieve lists of transaction hashes for seamless job tracking and accurate claims. 🌟 Enhanced Logging: Introducing a cutting-edge Logger class with telemetry events for the ELK stack. 📈 Streamlined Onboarding: Efficiently monitor and manage onboarding status with new endpoints and CLI commands. 📜 Oracle Enhancements: Prioritizing safety with TLS for oracle RPC. Explore fresh oracle addresses for a renewed experience. Performance Boost 🚀 Our DHT fetching is now turbocharged for quicker results. We've also enhanced GPU-related logs to keep you in the loop. ⚙️ Flexible Configs: Adding comments to your config file is a breeze now. Plus, our CLI is moving to the main app from bash, ensuring top-notch performance. 🛠️ Service Upgrades: Enjoy distinct services for each image with our new Service Names based on image names. Bugs Squashed 🐞 We're dedicated to a glitch-free experience. Here are some key fixes: Enhanced native ping mechanisms. Overhaul of DHT and discovery routines for improved performance. Multiple verifications and validations during onboarding. Resolved GPU-related issues for NVIDIA and AMD. Updated protocol versions and corrected telemetry parameters. Streamlined Platform 🧹 To optimize efficiency, we've tidied up by removing: Outdated DHT update methods. Deprecated StatsDB and related telemetry spans. The RequestTracker table from DMS, and more.

#ProjectCatalyst Fund 10 voting has begun📩 In case you missed it, you can view Part 1 of our Project Catalyst Discussion on YouTube link below ⤵️

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The proposals in discussion ⤵️ 👉Decentralized GPU Clusters - Research & PoC 👉Decentralized GPU Splitting on software level 👉Bioinformatics simulations with Decentralized Computing 👉Running OSS ChatGPT alternatives on decentralized network Read our Proposals here 👉

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Community Technical Update Giving our Testing Community an overview on what the development team have been working on this week 👨‍💻 🔧 Rootless Containers 👇 Work has continued on rootless containers so that permissions can be tighter for the compute provider machines. We have successfully tested persistence for jobs that fail so that they can be restarted from a last known good checkpoint, we are now working on sharing that persistence data with other potential compute providers so that adhoc jobs are fault tolerant or multi GPU jobs can scale easily across nodes. There are a few easy options for this but we are working on trying to make it as lightweight and efficient as possible with the least amount of moving parts. 🛜 Network Tokenomics We have been spending at tokenomics and the best fit for public alpha use cases and there has also been a flurry of testing the many builds of DMS that have come through our gitlab pipeline. We have had some fundamental changes to logging and how the oracle and DMS interact so there has been a lot to work through. 📺 Dashboard A new DMS Build is on its way to our community with significant improvements such as 👉🏻 Real Time Data 👉🏻 Use of filters using Peer ID to see what your device has ran 👉🏻 Giving NTX reward Stats 👉🏻 Seeing available CPU, RAM Available and what has been used 👉🏻 Heart beat events 👉🏻 Service calls - Get info on jobs running or have ran on NuNet Public Alpha Testnet

📣 VOTING BEGINS TOMORROW Your Feedback Matters! Review our #ProjectCatalyst Fund10 Proposals Thoughts, questions, Critiques or Kudos 👏🏻 We want to hear it all. Head over to our proposals and leave your thoughts in the comment section 💬 🔀 Decentralized #GPU Splitting on software level:

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🔧 Decentralized GPU Clusters – Research & PoC:

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🧠 Running #OSS #ChatGPT alternatives on Decentralized network:

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🧬 Bioinformatics simulations with Decentralized Computing:

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🔐 DIDs for Components in NuNet Ecosystem in partnership with @IAM_X_IDENTITY :

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🔍 Enabling Elasticsearch Clusters on decentralized hardware in partnership with @IAM_X_IDENTITY :

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🤖 ML-Powered NFT Recommendation API, Trained on the NuNet Network with @Argus_NFT :

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#CardanoCommunity #BuildingOnCardano #Cardano

🙌 Thank you @RareEvo for the wonderful opportunity to interact with, learn from the incredible #CardanoCommunity In case you missed, hear #NuNet CEO Kabir Veitas speech "Open Source Development plus Decentralization is the way forward" & discussing the history of decentralized computing from the #RareEvo23 event 👇

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#ProjectCatalyst Fund 10 Proposal - Enabling Elasticsearch Clusters on decentralized hardware. Through this proposal Cardano blockchain explorers can deploy Elasticsearch clusters on NuNet and configure them in order to perform fast custom queries for internal use or providing services for the community. Curious about Elasticsearch? Let explore further 👀 1️⃣ Elasticsearch, part of the Elastic Stack, is an open-source search & analytics engine. It handles large data volumes, providing real-time search & aggregation capabilities. 2️⃣ Indexing, searching, and retrieving complex data is a breeze when using RESTful API and JSON-based documents. To know more about how #NuNet plans to enable Elasticsearch on decentralized hardware - Read our full proposal here -

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📣 Your Feedback Matters! #ProjectCatalyst Fund10 Community Reviews are open & the #NuNet team would love to see some of you valuable feedback to fuel our momentum 🤝 Thoughts, questions, Critiques or Kudos 👏🏻 We want to hear it all. Head over to our proposals and leave your thoughts in the comment section 💬 🔀 Decentralized #GPU Splitting on software level:

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🔧 Decentralized GPU Clusters – Research & PoC:

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🧠 Running #OSS #ChatGPT alternatives on Decentralized network:

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🧬 Bioinformatics simulations with Decentralized Computing:

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🔐 DIDs for Components in NuNet Ecosystem in partnership with @IAM_X_IDENTITY:

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🔍 Enabling Elasticsearch Clusters on decentralized hardware in partnership with @IAM_X_IDENTITY:

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🤖 ML-Powered NFT Recommendation API, Trained on the NuNet Network with @Argus_NFT:

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Jennifer @nunet_global Live @RareEvo Talking about Discord as the home for the community. Communication path forward in the decentralized computing world for AI.

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$NTX #RareEvo23 #cardano $ADA $AGIX

Our @nunet_global peeps are at Rare Evo representing the world of decentralized computing. Check out their exhibition and ask your Qs. #Cardano

DID you know, we have completed our FUND 8 ML USE Case. To know more head to our YouTube Channel and watch the complete Video

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Its #RareEVo23 Day 🙌 Listen to #NuNet CEO Kabir Veitas speech "Open Source Development plus Decentralization is the way forward" live from @RareEvo 👇

📣 Your Feedback Matters! #ProjectCatalyst Fund10 Community Reviews are open & the #NuNet team would love to see some of you valuable feedback to fuel our momentum 🤝 Thoughts, questions, Critiques or Kudos 👏🏻 We want to hear it all. Head over to our proposals and leave your thoughts in the comment section 💬 🔀 Decentralized #GPU Splitting on software level:

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🔧 Decentralized GPU Clusters – Research & PoC:

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🧠 Running #OSS #ChatGPT alternatives on Decentralized network:

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🧬 Bioinformatics simulations with Decentralized Computing:

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🔐 DIDs for Components in NuNet Ecosystem in partnership with @IAM_X_IDENTITY :

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🔍 Enabling Elasticsearch Clusters on decentralized hardware in partnership with @IAM_X_IDENTITY :

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🤖 ML-Powered NFT Recommendation API, Trained on the NuNet Network with @Argus_NFT :

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#CardanoCommunity #BuildingOnCardano #Cardano

Job Opening: Accounting Intern 🌟 Kickstart your finance career with #NuNet! Join us as an Accounting Intern and gain hands-on experience in a dynamic Tech company. Apply now ⬇️

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