Full Capabilities

Every feature built for
the era of private AI.

osmoss.ai ships everything you need to run, manage, and scale AI models
on your own hardware — with zero cloud dependency.

● Model Support

50+ models. One runtime.

Run the world's leading open-weight models without changing a line of application code. osmoss.ai ships with curated, hardware-optimised weights for every major model family.

Model families12+
Quantisation formatsGGUF, safetensors
Custom checkpointsAuto-detected
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● Privacy & Data Residency

Your data never leaves your network.

Every inference is processed locally. No telemetry, no model calls to external APIs, no data leaving your perimeter — by architecture, not by policy.

TelemetryZero
Air-gap supportYes
ComplianceGDPR, HIPAA, SOC 2
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● Performance

Sub-10ms time-to-first-token.

Hardware-aware scheduling and kernel-level optimisations deliver inference speeds that rival hosted APIs — without the round-trip latency.

Time-to-first-token<10ms
RTX 4090 throughput~120 tok/s
Apple M3 Max~85 tok/s
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● Hardware Compatibility

GPU, NPU, CPU — all supported.

osmoss.ai auto-detects and utilises the best available compute on any machine. No manual configuration required.

NVIDIA CUDA11.8+
Apple SiliconMetal
AMD ROCm5.6+
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● OpenAI-Compatible API

Drop-in replacement for the OpenAI API.

Point any OpenAI SDK at your local endpoint and it works. No code changes, no new SDKs, no migration effort.

Endpointschat, completions, embeddings
StreamingSSE supported
Tool useSupported
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● Install & Deploy

One command. Fully running in minutes.

A single install script configures the runtime, downloads your chosen model, and starts the API server. No Docker required — but Docker is supported.

Install time~3 minutes
PlatformsLinux, macOS, Windows
Container supportDocker, Helm
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● Enterprise & Compliance

Built for regulated environments.

Role-based access control, audit logging, and SSO integration make osmoss.ai ready for enterprise deployment from day one.

AuthSAML 2.0, OIDC
Audit logsImmutable JSON-L
Support SLA4-hour response
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● Model Management

Switch models without restarting.

A built-in model registry lets you pull, version, and hot-swap models at runtime. No downtime, no restarts.

Hot-swapZero downtime
VersioningHash-pinned
DashboardWeb UI included
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Ready to run AI on
your own hardware?

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