Orion
Campaign-driven data mining for LLM training datasets
NeuralInternet is a permissionless GPU compute marketplace — validators verify and dispatch workloads.
The simplest explanation
Like Airbnb for GPUs: rent out your graphics card to AI researchers via smart contract.
Everything you need to understand Orion
No jargon. No whitepapers. Just the facts.
The Problem
High-quality, purpose-built LLM training data is expensive and controlled by centralized labeling vendors; small labs struggle to source curated pretraining and preference data.
What Orion Does
NeuralInternet is a permissionless GPU compute marketplace — validators verify and dispatch workloads.
The Edge
Open Bittensor incentive where miners compete to produce datasets to spec, validated on quality/compliance, feeding SILX's own Quasar long-context model plus a planned commercial data product.
What's the closest mainstream equivalent?
The best way to understand a new technology is to compare it to something familiar.
Open Bittensor incentive where miners compete to produce datasets to spec, validated on quality/compliance, feeding SILX's own Quasar long-context model plus a planned commercial data product.
How does Bittensor make this possible?
Orionuses Bittensor's incentive layer to build something no single company could run alone.
Miners compete
Participants (called miners) on the Orion subnet compete to produce the best outputs for training data generation tasks. Anyone with the right hardware can join.
Validators score the work
Validators continuously evaluate miner outputs against objective benchmarks. The best performers rise, the worst are replaced. There's no human committee — the protocol decides.
Rewards flow to the best
Miners are paid in the Orion alpha token in proportion to how good their work is. This creates a continuous competitive pressure that drives quality up and cost down — structurally, not just as a promise.
The whole network benefits
Because every participant is aligned toward the same goal — producing the best training data generation results — the network improves continuously without requiring a central team to manage it.
Frequently Asked Questions about Orion
What is Orion on Bittensor?
Orion is Subnet 27 (SN27) on the Bittensor network — a decentralized AI protocol built on the TAO blockchain. NeuralInternet is a permissionless GPU compute marketplace — validators verify and dispatch workloads.
What problem does Orion solve?
High-quality, purpose-built LLM training data is expensive and controlled by centralized labeling vendors; small labs struggle to source curated pretraining and preference data.
How is Orion different from Scale AI / Surge AI / centralized data-labeling and dataset vendors?
Open Bittensor incentive where miners compete to produce datasets to spec, validated on quality/compliance, feeding SILX's own Quasar long-context model plus a planned commercial data product.
What is the Orion token?
The Orion subnet has its own alpha token on Bittensor's dTAO system. It trades in the Bittensor liquidity pool and its price reflects market demand for the subnet's services.
Is Orion a good investment?
AlphaGap tracks Orion using its aGap score — a composite of development activity, token flow, and social signals. This page is for informational purposes only and is not financial advice. Always do your own research before making any investment decisions.
Want real-time intelligence
on Orion?
AlphaGap tracks signals, whale flows, developer commits, and the aGap score for every Bittensor subnet — updated continuously. Find the alpha gap before everyone else.
Free preview · Pro from $29/mo · Premium from $49/mo
