AI & orchestration

ModelNative

Multi-phase model planning, sharding, memory fit, calibrated latency/bandwidth support, SLO and cost/energy policy.

Commercial softwareVersion 1.2.0

Live public engine · role map, not an execution capture.

THE TECHNICAL ROLE

Built around a specific job.

ModelNative: Multi-phase model planning, sharding, memory fit, calibrated latency/bandwidth support, SLO and cost/energy policy. Delivered as CLI / SDK / API. Integrate the selected version at its documented input/output boundary; retain source and configuration identity with each result. Use the executable quickstart and bounded server adapter linked on this page.

Model↔Hardware Planner

Independent installation

CLI, Python SDK and server surfaces

Tenant, entitlement and evidence controls

SOFTWARE AVAILABILITY

Live public engine

Run the bounded public workflow.

Software Studio Qualification record ↗Evaluation guidance ↗

TECHNICAL OVERVIEW

The details matter.

Download the product brief

Canonical identity: IP-4888
Responsibility: Multi-phase model planning, sharding, memory fit, calibrated latency/bandwidth support, SLO and cost/energy policy.
Delivery boundary: CLI / SDK / API
Evidence scope: Commercial software
Engineering boundary: Multi-phase model planning, sharding, memory fit, calibrated latency/bandwidth support, SLO and cost/energy policy.
Deployment: CLI / SDK / API; 1.2.0
Operational scope: Customer-specific performance, economics and physical effects require customer data and validation. Optional PostgreSQL live integration was not executed in the recorded release.

Before integration.

Versioned package and dependency lock
Deployment environment and access controls
Input/output schemas and integration examples
Evaluation scope, support and update policy

The selected release must confirm:

Environment and dependencies
Version / build hash
API compatibility
License and support scope

Unpublished values are not inferred from family names or architecture targets.

Discuss the integration Read the integration guide ↗

Commercial software

Know the release.
Know what it establishes.

The Bible records product-specific tests within the 280-test commercial suite, 20,000 randomized cases and HTTP/ASGI/import/install campaigns. Source-bound external exercises are documented.

Source basis: Bible v7.42 §141.7–141.12, IP-4888. This is a controlled-portfolio summary, not a fresh execution of the chip qualification flow.

Explore the evidence center Qualification record

Release-specific qualification

Customer-specific performance, economics and physical effects require customer data and validation. Optional PostgreSQL live integration was not executed in the recorded release.

Canonical record: P2 EXECUTABLE COMMERCIAL SOFTWARE / 280-TEST SUITE + 20K ADVANCED CAMPAIGN + HTTP/ASGI/IMPORT/INSTALL EVIDENCE; Immutable public model shape + synthetic hardware inventory: legal multi-engine placement where single-engine baseline had none.

A PATH THAT FITS THE PROJECT