Supercharge Bittensor

Unlock scalable validation for all Bittensor subnets!

ComputeHorde paves the way for Bittensor to scale beyond its current limitations to support over 1,000 subnets. It transforms untrusted GPUs provided by miners into trusted compute resources for enabling validators of other subnets to validate cost-effectively.

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MISSION

Decentralized Compute for Bittensor Validators

ComputeHorde

The only compute subnet that validators can trust.

Mission

The mission is to decrease the Bittensor ecosystem's dependency on centralized services.

Quality

The assurance of the miners' work quality is essential for the Bittensor's overall reliability.

Learn more about ComputeHorde technology
VERIFIED FAIRNESS

Fair and Verified Work Incentivized

Execute tasks:

↪ from all validators, regardless of their stake
↪ both organic (external, from other subnets) and synthetic (internal, validation)
↪ on the required hardware (ie A6000 now, A100 soon, etc)

Prevent malicious behaviour

ComputeHorde is the first to deploy commit-reveal against weight copiers. It also features mechanisms to prevent relay mining and supports small validators by ensuring they are not ignored or have a disproportionate impact on the subnet.

See How We Ensure Fairness
Scalability: The Horde

Infinite Scalability Without UID Pressure - Hordes of Executors

Each miner spawns as many executors (each handling one or more GPUs) as they like.

INNOVATIONS

Discouraging Weight-Copying and Promoting Honest Mining Innovations

Commit-Reveal

Validators post hidden weights and reveal them in the next epoch, making the copying of current weights impossible.

Executor Dancing

Miners randomly move GPUs across multiple UIDs, further reducing the effectiveness of copying old weights.

Penalty for Selective Service

Mechanisms for penalizing miners serving only a subset of validators.

Incentive-Based Scoring

Scoring system incentivizing for completing organic tasks.

Hardware-Specific Tasks

Synthetic tasks run on specific hardware (e.g., A6000 GPUs) to ensure miners deliver advertised compute power.

community-wide contributions

Useful Tools for All Subnets

We are the largest investor in Bittensora’s core and ecosystem, surpassing all other subnets in commitment and support.

Monitoring & Debugging Tools

Grafana dashboards to explore the metagraph.

Governance Transparency

Discord bots to monitor hyperparameter updates.

DDoS Shield

Advanced DDoS protection for miners and validators.

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Explore additional tools.

bittensor FAQ

Bittensor: Key Information

What is Bittensor, and why is it important?

Bittensor is a decentralized network designed to ensure that AI, the most critical technology of our era, remains accessible to everyone and free from the control of centralized entities. Each Bittensor subnet specializes in a digital commodity, ranging from storage and large language models to general computing.

How does Bittensor incentivize participation?

The network operates on the $TAO token, which rewards participants for their contributions:
↪ Subnet owners for defining the most useful and reliable commodities (by designing the incentive mechanism),
↪ Miners for delivering high-quality and efficient services innovatively,
↪ Validators for evaluating miners’ performance.

How does ComputeHorde contribute to Bittensor's vision?

Bittensor's ultimate goal is to create an unstoppable, self-sustaining ecosystem free from single-point control, enabling innovation and resilience for the entire network. ComputeHorde adds GPU-powered validation to this ecosystem, helping other subnets operate effectively without relying on centralized cloud services.