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Avarok-Cybersecurity/atlas

Pure Rust Inference Engine

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

61views this month

697 stars105 forksLast push Sep 20, 2026 Rust AGPL-3.0

Decision brief

Focuses on efficient and scalable model deployment with Rust, supporting various GPU technologies and inference frameworks.

Good fit when

  • When aiming for high-performance Rust-based deployment that leverages hardware accelerators like NVIDIA DGX systems and Cuda technology.
  • If your project requires integration with the OpenAI API or supports Speculative Decoding techniques.

Avoid when

  • Avoid if you prefer tools in languages other than Rust for inference engines, since this is purely designed in Rust.
  • Not ideal if your deployment environment does not support NVIDIA GPU technologies such as DGX, which are key to maximize performance with Atlas.

Observed Jul 14, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Very active (0d since push)
As of Sep 20, 2026
Provenance
Not a fork · Organization account
As of Sep 20, 2026
Security (OSV)
No lockfile
As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

cargo add atlas
crates.io

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Avarok-Cybersecurity/atlas is a inference engine written in Rust, focused on providing efficient and scalable model deployment.

Capability facts

Languages
rust

Source: github.language · Sep 20, 2026

Categories

Tags

README

Docker The whole supported model matrix lives in one image. Pull it, mount your HuggingFace cache, and point at any model ID from the model table. [!TIP] The recipes below are tuned for maximum accuracy under agentic coding workloads — 64K context, BF16 MTP draft head (highest ac...

For agents

This page has a .md twin and JSON over the API.

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