optimate logo

optimate

nebuly-ai/optimate

A collection of libraries to optimise AI model performances

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

37views this month

8.3k stars613 forksLast push Jul 22, 2024 Python Apache-2.0

Decision brief

OptiMate is a legacy collection of Python libraries for optimizing AI models, including Speedster for inference cost reduction, Nos for infrastructure cost reduction, and ChatLLaMA for hardware and data cost reduction.

Good fit when

  • When you need to leverage legacy optimization techniques for reducing inference costs with Speedster, infrastructure costs with Nos, and hardware and data costs with ChatLLaMA.
  • If you are working with existing models and want to apply optimization techniques that are no longer being updated but still effective for certain use cases.

Avoid when

  • If you require the latest optimization techniques and ongoing support, as OptiMate is in a legacy phase and no longer actively maintained.
  • When you need to integrate with modern AI frameworks that require the latest updates and patches, as OptiMate does not receive these updates.
Requirements:
OptiMate is a legacy project and no longer actively maintained, so users should be prepared to handle any issues without official support.

Observed Sep 18, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Dormant (788d since push)
As of Sep 18, 2026
Provenance
Not a fork · Organization account
As of Sep 18, 2026
Security (OSV)
No lockfile
As of Sep 18, 2026

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

Install

pip install optimate
PyPI

How it fits your stack(6)

Typed graph edges - alternatives, integrations, successors, and dependencies. Ranked by relationship type, not raw GitHub stars.

Relationship graph

Optional deeper exploration of typed edges and category neighbours.

Similar tools

Same-category neighbours not already linked as typed edges.

Evidence and technical details

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

Overview

OptiMate is a legacy repository of libraries for optimizing AI models, including Speedster for inference cost reduction, Nos for infrastructure cost reduction, and ChatLLaMA for hardware and data cost reduction.

Capability facts

Languages
python

Source: github.language · Sep 18, 2026

Categories

Tags

README

OptiMate [Legacy] This repository is now in a legacy phase and is no longer actively maintained. Although the source code is still available in the Git history, there will be no additional updates or official support. [About Nebuly] Our team is fully committed on creating the bes...

For agents

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

Was this helpful?

Anonymous feedback helps us improve pages and translations.