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nemo-evaluator-launcher
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nemo-evaluator-launcher

github.com·Infrastructure

nemo-evaluator-launcher is an open-source CLI tool that facilitates launching and managing machine learning evaluations using NeMo Evaluator containers. It supports various runtime backends and is designed for ML engineers and researchers working with NLP and deep learning models.

Open SourceApache-2.0
CLI
N
nemo-evaluator-launcher preview
Visit github.com↗
⭐310
stars
🍴58
forks
✓5
features
📅2026
since

Overview

5 features

nemo-evaluator-launcher sits in PulseGate's LLM eval & observability category. It focuses on running and managing machine learning model evaluations across different runtime backends efficiently. It is built as an open-source project for machine learning engineers and researchers. nemo-evaluator-launcher is open source under the Apache-2.0 license. nemo-evaluator-launcher is available on the command line.

NVIDIA-NeMo builds and maintains nemo-evaluator-launcher, and the product first shipped in 2026. Development happens publicly on GitHub with 310 stars and 63 commits in the last 90 days. Key capabilities include evaluation launcher, container support, and multiple backends.

  • ✓Evaluation launcher
  • ✓Container support
  • ✓Multiple backends
  • ✓NLP evaluation
  • ✓GPU support

Tags

ml-evaluationnemo-frameworkcontainer-launchernlp-evaluationgpu-support

AI capabilities

TextStructuredInference: LocalWeights: Open

Built with & integrations

Framework
fastapi
Runs on
CLI

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Open Source✓ GitHub · ★ 310✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 28, 4:22 PM

    nemo-evaluator-launcher verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about nemo-evaluator-launcher

What does nemo-evaluator-launcher do?
Nemo-evaluator-launcher focuses on running and managing machine learning model evaluations across different runtime backends efficiently. It is catalogued under LLM eval & observability on PulseGate.
Who is nemo-evaluator-launcher for?
nemo-evaluator-launcher is an open-source project built for machine learning engineers and researchers.
Is nemo-evaluator-launcher free?
Yes — nemo-evaluator-launcher is open source under the Apache-2.0 license and free to use.
What platforms does nemo-evaluator-launcher run on?
nemo-evaluator-launcher runs on the command line.
Is nemo-evaluator-launcher still maintained?
PulseGate's liveness checks currently classify nemo-evaluator-launcher as active. The GitHub repository shows 63 commits in the last 90 days.
What are alternatives to nemo-evaluator-launcher?
Similar tools tracked by PulseGate include nvidia-nat-eval, NEMO Community Edition, and nmem-cli.nvidia-nat-evalNEMO Community Editionnmem-cli
Who makes nemo-evaluator-launcher?
nemo-evaluator-launcher is developed by NVIDIA-NeMo.
When did nemo-evaluator-launcher launch?
nemo-evaluator-launcher first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 310
License
Apache-2.0
First seen
May 9, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
machine learning engineers and researchers
Model
Open source
Solves
Running and managing machine learning model evaluations across different runtime backends efficiently.

Developer

NVIDIA-NeMo
Team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
310
🍴 Forks
58
Open issues
20
Last commit
4w ago
Commits 90d
63
Contributors
16
Authorship
Team
Default branch
main
Latest release
v0.3.0 · 2mo ago

Live coverage

Confidence
Low · 64
Indexed
Jun 28, 2026
Lifecycle
Alive
Activity
Active
First seen
May 2026
Last seen
3w ago
Identity audit (9)
Entity ID
cmqxzz4920vpvp1xp5a9uf50h
Slug
nemo-evaluator-launcher-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 28, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 28, 2026
Canonical URL
https://github.com/NVIDIA-NeMo/Evaluator

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  • coder-eval
    pypi.org
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