Bittensor Subnet Directory

Competition-based algorithmic intelligence — miners submit algorithms to win structured challenges.

Zero-knowledge ML — miners generate cryptographic proofs alongside AI predictions.

Text-to-speech synthesis — miners serve high-quality voice AI models for natural speech output.

Confidential AI inference using hardware TEEs — verifiable, encrypted GPU computation.

Text-to-image generation — miners compete to produce the highest quality Stable Diffusion outputs.

Continuous LLM fine-tuning benchmark — miners publish fine-tuned models to Hugging Face daily.

Decentralized Subtensor nodes — miners run Bittensor blockchain RPC endpoints.

Decentralized trading signals — miners submit Forex, crypto, and equity predictions.

Foundation model pretraining — miners continuously train and improve LLMs on Falcon Web data.

DeFi yield optimization — miners predict best yield opportunities across DeFi protocols.

Character AI & roleplay — miners run the best LLMs for companionship and roleplay scenarios.

World's largest open-source social media dataset — miners scrape X, Reddit, and YouTube.

Decentralized cybersecurity intelligence — miners detect threats, fraud, and on-chain malicious activity.

On-chain analytics — miners analyze blockchain data for transaction patterns and whale movements.

AI-generated 3D assets — miners produce game-ready 3D objects from text prompts.

LLM API access & synthetic data — miners serve large language models and power the Corcel API.

Decentralized GAN — miners compete as AI generators and discriminators in a zero-sum incentive model.

Decentralized GPU marketplace — miners rent out GPU compute; validators verify availability and performance.

AI-powered decentralized search — aggregates X, Reddit, Arxiv, and web with no central control.

Volume-based decentralized image generation across multiple model categories.

Federated LLM training — miners contribute weight-deltas; an averager merges the best into new models.

Decentralized GPU-as-a-service — broad compute marketplace benchmarking performance and uptime.

S&P 500 price oracle — miners publish open-source neural net forecasts for stock market prices.

Social media AI content — 200M+ app users; miners generate compelling images for viral distribution.

Deepfake detection — an adversarial GAN subnet where generators and discriminators compete continuously.