How to Implement GPU-Based LLM Inference in AO
With the rapid development of artificial intelligence (AI) technology, an increasing number of large language model (LLM) applications require efficient computational resources. In this article, we will explore how to integrate APUS's GPU extension into the Application Overlay (AO) system to support more powerful AI model inference. Before delving into how GPU extensions work in the AO network, let's briefly review how typical AI applications operate and the composition of the AO ne...

Getting Started with HyperBEAM: Building a Custom Device for Beginners
AbstractThis guide introduces developers to HyperBEAM's distributed computing framework through hands-on device extension. Learn how to leverage Erlang/OTP architecture and the Converge Protocol to create custom devices. Beginners will gain practical experience through a calculator device demo, understanding NIFs (Native Implemented Functions) and WASM port communication patterns.ChaptersIntroduction to HyperBEAMConverge Protocol : the root of device call logic and pathBuilding a Simple ...

The Future Is Deterministic: HyperBeam Architecture and the Importance of Hashpaths in AO
1. IntroductionAs decentralized computation evolves, HyperBeam emerges as a powerful client implementation of the AO-Core protocol, enabling distributed computation in a modular and verifiable way. By abstracting hardware resources and standardizing computation through devices, HyperBeam allows a wide range of computational models to operate seamlessly within the AO ecosystem. At the core of this system lies the concept of Hashpaths, which serve as unique identifiers for computational state a...
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How to Implement GPU-Based LLM Inference in AO
With the rapid development of artificial intelligence (AI) technology, an increasing number of large language model (LLM) applications require efficient computational resources. In this article, we will explore how to integrate APUS's GPU extension into the Application Overlay (AO) system to support more powerful AI model inference. Before delving into how GPU extensions work in the AO network, let's briefly review how typical AI applications operate and the composition of the AO ne...

Getting Started with HyperBEAM: Building a Custom Device for Beginners
AbstractThis guide introduces developers to HyperBEAM's distributed computing framework through hands-on device extension. Learn how to leverage Erlang/OTP architecture and the Converge Protocol to create custom devices. Beginners will gain practical experience through a calculator device demo, understanding NIFs (Native Implemented Functions) and WASM port communication patterns.ChaptersIntroduction to HyperBEAMConverge Protocol : the root of device call logic and pathBuilding a Simple ...

The Future Is Deterministic: HyperBeam Architecture and the Importance of Hashpaths in AO
1. IntroductionAs decentralized computation evolves, HyperBeam emerges as a powerful client implementation of the AO-Core protocol, enabling distributed computation in a modular and verifiable way. By abstracting hardware resources and standardizing computation through devices, HyperBeam allows a wide range of computational models to operate seamlessly within the AO ecosystem. At the core of this system lies the concept of Hashpaths, which serve as unique identifiers for computational state a...
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The APUS mint process is now fully live and immutable via a Fair Launch Process (FLP). Designed for transparency and decentralization, the APUS emission follows our carefully structured model outlined in the Whitepaper.
To participate in minting APUS, youโll need one of the following:
DAI or stETH bridged from Ethereum to the AO Mint Contract
OR AR tokens to mint AO directly
๐ New to the AO mint bridge? Check the official docs: Economics of the AO Computer
Connect your Arweave wallet to the APUS mint page. Note: This must be the same wallet receiving AO yield.
Select your allocation โ choose what percentage of your AO yield you want to delegate to APUS (minimum 5%, no max).
Adjust the slider and confirm your selection.
Important: Delegating to APUS means you stop receiving AO yield and start receiving APUS tokens.
Click โAdd Allocationโ and sign the message with your Arweave wallet.
๐ Done! Youโre now earning APUS.
View live and predicted APUS earnings in your dashboard
Projections cover the next 30 days
Expect volatility early on โ check back often
There is no lock-up period. To stop minting APUS:
Set your allocation to 0%
Click โSave Changesโ
Youโll automatically revert to earning AO yield
Token Process ID: mqBYxpDsolZmJyBdTK8TJp_ftOuIUXVYcSQ8MYZdJg0
Explore AO Ecosystem: www.ao.link
Starting March 14, 2025, you can also allocate to the Permaweb Index (PI):
PI = 1/3 AO + 1/3 AR + 1/3 Fair Launch Projects (inc. APUS)
Diversify yield exposure across the ecosystem
More details here.
You can now allocate to APUS directly from the AO Yield Page:
Choose your split: 100% APUS, 50/50, or custom mixes
Earn the same APUS amount whether minting from APUS or AO page
APUS is available for trading on PermaSwap
This is a fully decentralized process. Apus Network cannot reverse user mistakes.
โ Double-check wallet addresses
โ Secure your seed phrases and private keys
You are responsible for your assets.
Subscribe for the latest APUS Network updates.
๐ Website: https://apus.ar.io/
โ๏ธ Twitter: @apus_network
๐ฅ Discord: https://discord.gg/H65rj8gh
The APUS mint process is now fully live and immutable via a Fair Launch Process (FLP). Designed for transparency and decentralization, the APUS emission follows our carefully structured model outlined in the Whitepaper.
To participate in minting APUS, youโll need one of the following:
DAI or stETH bridged from Ethereum to the AO Mint Contract
OR AR tokens to mint AO directly
๐ New to the AO mint bridge? Check the official docs: Economics of the AO Computer
Connect your Arweave wallet to the APUS mint page. Note: This must be the same wallet receiving AO yield.
Select your allocation โ choose what percentage of your AO yield you want to delegate to APUS (minimum 5%, no max).
Adjust the slider and confirm your selection.
Important: Delegating to APUS means you stop receiving AO yield and start receiving APUS tokens.
Click โAdd Allocationโ and sign the message with your Arweave wallet.
๐ Done! Youโre now earning APUS.
View live and predicted APUS earnings in your dashboard
Projections cover the next 30 days
Expect volatility early on โ check back often
There is no lock-up period. To stop minting APUS:
Set your allocation to 0%
Click โSave Changesโ
Youโll automatically revert to earning AO yield
Token Process ID: mqBYxpDsolZmJyBdTK8TJp_ftOuIUXVYcSQ8MYZdJg0
Explore AO Ecosystem: www.ao.link
Starting March 14, 2025, you can also allocate to the Permaweb Index (PI):
PI = 1/3 AO + 1/3 AR + 1/3 Fair Launch Projects (inc. APUS)
Diversify yield exposure across the ecosystem
More details here.
You can now allocate to APUS directly from the AO Yield Page:
Choose your split: 100% APUS, 50/50, or custom mixes
Earn the same APUS amount whether minting from APUS or AO page
APUS is available for trading on PermaSwap
This is a fully decentralized process. Apus Network cannot reverse user mistakes.
โ Double-check wallet addresses
โ Secure your seed phrases and private keys
You are responsible for your assets.
Subscribe for the latest APUS Network updates.
๐ Website: https://apus.ar.io/
โ๏ธ Twitter: @apus_network
๐ฅ Discord: https://discord.gg/H65rj8gh
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