nemo-run

library0.9.0pypypi✓ verified 84d ago

A powerful tool designed to streamline the configuration, execution and management of Machine Learning experiments across various computing environments. Current version: 0.9.0. Release cadence: active development.

ai-ml

pip install nemo-run

INSTALL

IMPORT

SIG · NEMO-RUN

nemo-run

ai-mlpythonv0.9.0

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

Experiment

✓ from nemo_run import Experiment

Correct import for the main Experiment class.

Config

✓ from nemo_run import Config

Correct import for configuration.

run

✓ from nemo_run import run

Correct import for the run function.

Basic example of defining and running an experiment.

from nemo_run import Experiment, Config config = Config( name="my_experiment", model="gpt", num_nodes=1, devices=8, max_steps=1000 ) experiment = Experiment(config) experiment.run()

Debug

Known issues

gotchaNeMo Run requires Python >=3.10. Using older versions will cause installation failure.

fix

Upgrade Python to 3.10 or later.

affects: <0.9.0

deprecatedThe 'executor' parameter in Experiment class is deprecated in 0.9.0; use 'runner' instead.

fix

Replace executor=... with runner=...

affects: 0.9.0

breakingConfig class no longer accepts 'env_vars' as a flat dict in 0.9.0; use Config.env_vars attribute.

fix

Use config.env_vars = {'KEY': 'VALUE'} instead of passing to constructor.

affects: >=0.9.0

Errors

Common errors & fixes

ImportError: cannot import name 'Experiment' from 'nemo_run'

Package not installed or wrong import path.

fix

Run 'pip install --upgrade nemo-run' and ensure import is 'from nemo_run import Experiment'.

TypeError: 'NoneType' object is not subscriptable

Trying to access a config field that hasn't been set, e.g., config['model'] when model is None.

fix

Ensure all required config fields are set before accessing them.

Upgrade

Version history

0.9.0latest on PyPI · released Apr 16, 2026

Audit

Dependencies

No dependency data recorded yet.

Agent activity

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Resources

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