DeTrainAI -
Decentralized Training & AI Network

DeTrainAI -
Decentralized Training
&
AI Network

Decentralized intelligence, trained by the people.

Decentralized intelligence,

trained by the people.

An open protocol where AI models are built, verified, and coordinated by a global community — transparent, scalable, and community-owned.

An open protocol where AI models are built, verified,

and coordinated by a global community — transparent,

scalable, and community-owned.

BENEFITS

Why Choose Us?

Why Choose Us?

Decentralized AI solutions — spanning community instances, custom LLM training, and enterprise integration — all powered by a transparent economic ecosystem.

Trade

Language

Medical

Legal

Custom LLM Training

Fine-tuned models built on your data through a decentralized or enterprise network

Trade

Language

Medical

Legal

Custom LLM Training

Fine-tuned models built on your data through a decentralized network

Trade

Language

Medical

Legal

Custom LLM Training

Fine-tuned models built on your data through a decentralized network

Decentralized Training Network

Harness global compute and validators for scalable AI training.

Decentralized Training Network

Harness global compute and validators for scalable AI training.

Decentralized Training Network

Harness global compute and validators for scalable AI training.

Independent Validators

Validate

Transparent Metrics

Incentive Alignment

Enterprise Standards

Validation & Quality Assurance

Independent nodes ensure accuracy, reliability, and trust.

Independent Validators

Validate

Transparent Metrics

Incentive Alignment

Enterprise Standards

Validation & Quality Assurance

Independent nodes ensure accuracy, reliability, and trust.

Independent Validators

Validate

Transparent Metrics

Incentive Alignment

Enterprise Standards

Validation & Quality Assurance

Independent nodes ensure accuracy, reliability, and trust.

Code

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// DeTrainAI Economic Ecosystem token = "$DTRN" stake = "Nodes stake tokens → security" train = "Trainers earn share for compute" validate = "Validators rewarded for accuracy" treasury = "Small % for growth & governance" result = "Fair, transparent, self-sustaining AI economy"

Economic Ecosystem

Revenue flows transparently across all training, validation, and aggregation nodes in the network.

Code

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// DeTrainAI Economic Ecosystem token = "$DTRN" stake = "Nodes stake tokens → security" train = "Trainers earn share for compute" validate = "Validators rewarded for accuracy" treasury = "Small % for growth & governance" result = "Fair, transparent, self-sustaining AI economy"

Economic Ecosystem

Revenue flows transparently across all training, validation, and aggregation nodes in the network.

Code

1

2

3

4

5

// DeTrainAI Economic Ecosystem token = "$DTRN" stake = "Nodes stake tokens → security" train = "Trainers earn share for compute" validate = "Validators rewarded for accuracy" treasury = "Small % for growth & governance" result = "Fair, transparent, self-sustaining AI economy"

Economic Ecosystem

Revenue flows transparently across all training, validation, and aggregation nodes in the network.

Enterprise Integration

Seamless API access and deployment into existing business systems.

Enterprise Integration

Seamless API access and deployment into existing business systems.

Enterprise Integration

Seamless API access and deployment into existing business systems.

PROCESS

How DeTrainAI Works

How DeTrainAI Works

A step-by-step journey from requirement to deployment, powered by decentralization and trust.

Set Up

Contribute

Earn & Evolve

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Revenue Distribution, Deployment & Governance

Revenue is distributed transparently across nodes based on accuracy and compute usage. Completed models are deployed for real-world use, while governance mechanisms let the community shape economics, upgrades, and the future of the ecosystem.

Set Up

Contribute

Earn & Evolve

03

Revenue Distribution, Deployment & Governance

Revenue is distributed transparently across nodes based on accuracy and compute usage. Completed models are deployed for real-world use, while governance mechanisms let the community shape economics, upgrades, and the future of the ecosystem.

ECOSYSTEM & USE CASES

The DeTrainAI Ecosystem

The DeTrainAI Ecosystem

From fine-tuning to governance, a complete AI ecosystem

Enterprise Fine-tuning

Companies provide proprietary datasets to DeTrainAI, which are securely distributed to contributor nodes for training. Industries impacted: Finance, Healthcare, Legal

Research Collaboration

Academics and labs coordinate tasks openly, using provided datasets to ensure reproducibility and shared results. Industries impacted: Academia, Pharma, Climate science

Contributor Rewards

Individuals with GPUs or cloud credits process assigned datasets and earn $DTRN for completed tasks. Industries impacted: Gaming, Cloud resellers

Dataset Distribution

DeTrainAI curates and provides training datasets; contributors never use their own data, ensuring consistency and reliability.

Dataset Distribution

DeTrainAI curates and provides training datasets; contributors never use their own data, ensuring consistency and reliability.

Validator Networks

Independent validators ensure training quality and fairness, earning yield on staked $DTRN.

Governance

Community-driven oversight of model behavior, alignment, and safety standards.

PROGRESS

The Road Ahead

The Road Ahead

From TestNet to community governance, each phase strengthens the network and expands what’s possible.

Phase 0

TestNet

TestNet

Launch job board and staking; validate flows with the early community; no slashing. Early testers and contributors will be recognized in Phase 1.

Phase 1

MainNet

MainNet

Enable economic rewards, slashing mechanisms, and advanced dashboards; release CLI and API. Early TestNet participants will be taken care of and formally recognized as the network transitions to MainNet.

Phase 2

Governance

Governance

Transition decision-making to the community with proposal creation and treasury management. The foundation laid in earlier phases evolves into shared governance and transparent economic oversight.

CONTACT

Let’s Build Together

From pilot projects to partnerships, we’re here to collaborate.

Email Us

From tech questions to big ideas, collaboration, or even just a hello — we’d love to hear from you.

Here to support, build together, or simply say hi — drop us a note.

CONTACT

Let’s Build Together

From pilot projects to partnerships, we’re here to collaborate.

Email Us

From tech questions to big ideas, collaboration, or even just a hello — we’d love to hear from you.

Here to support, build together, or simply say hi — drop us a note.

CONTACT

Let’s Build Together

From pilot projects to partnerships, we’re here to collaborate.

Email Us

From tech questions to big ideas, collaboration, or even just a hello — we’d love to hear from you.

Here to support, build together, or simply say hi — drop us a note.