Extreme close-up of a consumer GPU circuit board, glowing cyan traces, low-key lighting, dark metallic background, 35mm lens
Extreme close-up of a consumer GPU circuit board, glowing cyan traces, low-key lighting, dark metallic background, 35mm lens
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/ SVM-Native Inference

On-chain 600B AI execution

Query massive 600B parameter weights directly inside SVM smart contracts. Cryptographically verified execution is powered entirely by decentralized consumer hardware, bypassing legacy cloud monopolies.

High-contrast terminal screen displaying clean JSON request-response code, electric-cyan text on pitch black background, sharp focus, macro shot
High-contrast terminal screen displaying clean JSON request-response code, electric-cyan text on pitch black background, sharp focus, macro shot
Sub-second latency

Direct smart contract queries

Execute model inference natively within your transaction pipeline. Ambient nodes verify execution cryptographically, returning structured JSON outputs directly to your dApp state without external oracle dependencies or centralized points of failure.

By bypassing centralized server farms, developers secure raw compute at a fraction of standard costs while maintaining absolute cryptographic security on every single parameter weight update.

Compute Costs

Predictable hardware rates

Standard Query
Deep Training

0.0001 AMB

0.05 AMB / Epoch

Perfect for lightweight dApp interactions and real-time state changes. Executes verified inference across quantized 600B sub-networks with guaranteed sub-second response times globally.

Designed for complex fine-tuning operations and heavy model training. Distributes weight updates across global idle hardware, returning cryptographically signed state roots to the L1.

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Verified machine intelligence on-chain

Deploy your first SVM contract today and query 600B weights instantly with sub-second latency and absolute cryptographic proof.