NVIDIA-NeMo/Run

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A tool to configure, launch and manage your machine learning experiments.

Stars: 258
Forks: 113
Open beginner issues: 0
Indexed issues: 28
Avg merge: 1d 3h
Merged PRs (30d): 5

Dominant language: Python
License: Apache-2.0
Last GitHub push: Aug 30, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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28 open issues indexed

Stray debug print "Configuring global options" on every CLI command invocation Open

community-request waiting-on-maintainers

Difficulty 1/5 Under an hour Newbie friendliness 88/100

NVIDIA-NeMo/Run#610 · Opened Sep 7, 2026
@run.cli.entrypoint(skip_confirmation=True) has no effect — confirmation prompt still shown Open

community-request waiting-on-maintainers

Difficulty 2/5 1-3 hours Newbie friendliness 86/100

NVIDIA-NeMo/Run#608 · Opened Sep 7, 2026
CLI parser crashes on unparameterized list/dict annotations (x: list); Union[list, str] silently misparses to string Open

community-request waiting-on-maintainers

Difficulty 3/5 1-2 days Newbie friendliness 72/100

NVIDIA-NeMo/Run#606 · Opened Sep 7, 2026
CLI crashes for task parameters starting with run/executor/plugins (e.g. runtime=…): "Run overwrites must start with 'run.'" Open

community-request waiting-on-maintainers

Difficulty 3/5 1-2 days Newbie friendliness 78/100

NVIDIA-NeMo/Run#604 · Opened Sep 7, 2026
Windows drive letters are parsed as config section delimiters Open

community-request waiting-on-maintainers

Difficulty 3/5 1-2 days Newbie friendliness 70/100

NVIDIA-NeMo/Run#597 · Opened Aug 27, 2026
Dependency Dashboard Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

NVIDIA-NeMo/Run#594 · 1 comment · Opened Aug 23, 2026
RunContext.cli_command assigns the short flag -y to both --yaml and --yes — click warns on every invocation Open

community-request

Difficulty 1/5 Under an hour Newbie friendliness 88/100

NVIDIA-NeMo/Run#559 · 1 comment · Opened Jul 9, 2026
JobGroup.SUPPORTED_EXECUTORS is closed to downstream Executor subclasses Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NVIDIA-NeMo/Run#537 · 1 comment · Opened May 25, 2026
Clarify or support automatic teardown for Kubernetes `SkypilotExecutor` / `SkypilotJobsExecutor` Open

community-request enhancement waiting-on-maintainers

Difficulty 4/5 3-5 days Newbie friendliness 48/100

NVIDIA-NeMo/Run#483 · 1 comment · Opened Apr 6, 2026
SkypilotExecutor cannot track status or logs for API-server-managed Kubernetes jobs Open

bug community-request waiting-on-customer

Difficulty 4/5 3-5 days Newbie friendliness 42/100

NVIDIA-NeMo/Run#482 · 1 comment · Opened Apr 6, 2026
SkypilotJobsExecutor crashes after submission when SkyPilot returns job id as `[1]` Open

bug community-request waiting-on-maintainers

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

NVIDIA-NeMo/Run#481 · 1 comment · Opened Apr 6, 2026
Lepton Executor fails with `exec /bin/sh: argument list too long` Open

bug community-request waiting-on-customer

Difficulty 3/5 1-2 days Newbie friendliness 62/100

NVIDIA-NeMo/Run#420 · 1 comment · Opened Feb 3, 2026
Finetuning receipt fails while using MLFlowlogger Open

bug community-request waiting-on-maintainers

Difficulty 4/5 3-5 days Newbie friendliness 30/100

NVIDIA-NeMo/Run#405 · 2 comments · Opened Jan 5, 2026
Support `ntasks` in `SlurmExecutor` Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 65/100

NVIDIA-NeMo/Run#381 · 1 comment · Opened Nov 8, 2025
CLI parser throws an error when providing a config via yaml flag Open

bug

NVIDIA-NeMo/Run#374 · 1 comment · 1 assignee · Opened Oct 31, 2025
Allow RayJobs to connect to existing RayClusters with different names Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

NVIDIA-NeMo/Run#362 · 1 comment · 1 reaction · Opened Oct 10, 2025
nemo-run 0.5.0 depends on cryptography<43.0.0 Open

community-request enhancement waiting-on-customer

Difficulty 3/5 1-2 days Newbie friendliness 45/100

NVIDIA-NeMo/Run#342 · 5 comments · Opened Sep 25, 2025
Call sky down when cancelling skypilot experiment task Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

NVIDIA-NeMo/Run#341 · Opened Sep 12, 2025
Support for PBS cluster with Singularity and mpirun Open

community-request waiting-on-customer

Difficulty 5/5 Over a week Newbie friendliness 25/100

NVIDIA-NeMo/Run#334 · 1 comment · Opened Sep 3, 2025
Fix dynamic callback through CLI Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

NVIDIA-NeMo/Run#331 · Opened Aug 27, 2025
Cannot finetune using NeMo in AWS: TypeError: finetune() got an unexpected keyword argument 'tokenizer' Open

community-request waiting-on-customer

Difficulty 4/5 3-5 days Newbie friendliness 28/100

NVIDIA-NeMo/Run#329 · 1 comment · Opened Aug 22, 2025
Make providing custom envronment variables easier Open

Stale support

Difficulty 4/5 3-5 days Newbie friendliness 30/100

NVIDIA-NeMo/Run#311 · 2 comments · Opened Aug 4, 2025
Expose rdzv-conf in torch-run launcher in nemo-run Open

Stale support

Difficulty 3/5 1-2 days Newbie friendliness 42/100

NVIDIA-NeMo/Run#310 · 2 comments · Opened Aug 4, 2025
Demo/Tutorials for K8s + Skypilot + NeMo Open

Stale support

Difficulty 5/5 Over a week Newbie friendliness 15/100

NVIDIA-NeMo/Run#309 · 2 comments · 1 reaction · Opened Aug 3, 2025
Support Matrix Documentation Open

Stale support

NVIDIA-NeMo/Run#308 · 2 comments · 1 reaction · 1 assignee · Opened Aug 3, 2025
Fix code syncing for LocalTunnel when job_dir is separate from NEMORUN_HOME Open

external Stale support

Difficulty 3/5 1-2 days Newbie friendliness 35/100

NVIDIA-NeMo/Run#299 · 2 comments · Opened Jul 23, 2025
Add better docs for lazy execution Open

Stale support

Difficulty 3/5 1-2 days Newbie friendliness 25/100

NVIDIA-NeMo/Run#276 · 5 comments · Opened Jun 18, 2025
How to enable nsys with nemo cli? Open

Stale support

NVIDIA-NeMo/Run#270 · 5 comments · 1 assignee · Opened Jun 13, 2025

NVIDIA-NeMo/Run

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