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litert-cli-nightly

PyPIInfrastructure

PulseGate's liveness check found it on 13 Sep 2026; it is registered on PyPI and has been in the index since 29 Jun 2026. How this is checked

litert-cli-nightly is an open-source command-line toolkit for running and benchmarking machine learning models on edge devices. It supports quantization, NPU integration, and compatibility with TFLite and PyTorch, making it ideal for developers working on on-device AI.

Inferred · not functionally tested

Open SourceApache-2.0CLI
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Overview

5 features

Purpose: Running and benchmarking machine learning models on edge devices via the command line.

Inferred · not functionally tested

Audience: machine learning developers

Inferred · not functionally tested

Functions: Unknown

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org. These links do not verify the individual claims.

litert-cli-nightly is catalogued under CLI tools & terminal on PulseGate. Inferred · not functionally tested: It is built as an open-source project for machine learning developers. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: It ships for the command line.

litert-cli-nightly first shipped in 2026. Inferred · not functionally tested: Among its 5 catalogued features are ML benchmarking, edge device support, and quantization tools.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • ML benchmarking
  • Edge device support
  • Quantization tools
  • NPU integration
  • TFLite compatibility

Topics: Inferred · not functionally tested

Tags
edge-mlcli-toolkitmodel-benchmarkingquantizationnpu-support
AI capabilities
Code
Inference: LocalWeights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Runs on
CLI

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceFree tier

Indexing history

16

What PulseGate has recorded for this listing

  1. Indexed7 Oct · 14:18 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed6 Oct · 14:28 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  3. Indexed5 Oct · 14:19 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  4. Indexed4 Oct · 16:28 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  5. Indexed4 Oct · 15:40 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  6. Indexed3 Oct · 15:49 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  7. Indexed3 Oct · 15:01 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  8. Indexed1 Oct · 14:16 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  9. Indexed28 Sep · 14:13 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  10. Indexed27 Sep · 14:22 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  11. Indexed26 Sep · 14:16 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  12. Indexed24 Sep · 14:14 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  13. Indexed23 Sep · 14:22 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  14. Indexed22 Sep · 14:15 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  15. Indexed21 Sep · 14:25 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  16. Indexed20 Sep · 14:17 UTC
    litert-cli-nightly seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about litert-cli-nightly

What does litert-cli-nightly do?
Inferred · not functionally tested: Litert-cli-nightly focuses on running and benchmarking machine learning models on edge devices via the command line. It is catalogued under CLI tools & terminal on PulseGate.
Who is litert-cli-nightly for?
Inferred · not functionally tested: litert-cli-nightly is an open-source project built for machine learning developers.
Is litert-cli-nightly free?
Basis unknown · not verified: Yes — litert-cli-nightly is open source under the Apache-2.0 license and free to use.
What platforms does litert-cli-nightly run on?
Basis unknown · not verified: litert-cli-nightly runs on the command line.
Is litert-cli-nightly still active?
PulseGate's liveness check found it on 13 Sep 2026.
How long has litert-cli-nightly been around?
litert-cli-nightly first shipped in 2026.
Is litert-cli-nightly open source?
Basis unknown · not verified: Yes — litert-cli-nightly is open source under the Apache-2.0 license.

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