Skip to content

fix: add embedding model as customization target #382

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 1 commit into from
Nov 4, 2025
Merged

fix: add embedding model as customization target #382

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
14 changes: 14 additions & 0 deletions nemo/data-flywheel/embedding-finetuning/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -47,6 +47,20 @@ Refer to the [platform prerequisites and installation guide](https://docs.nvidia

> **NOTE:** Fine-tuning for embedding models is supported starting with NeMo Microservices version 25.8.0. Please ensure you deploy NeMo Microservices Helm chart version 25.8.0 or later to use these notebooks.

### Register the Base Model

After deploying NeMo Microservices, register the `llama-3.2-nv-embedqa-1b-v2` base model with NeMo Customizer:

```bash
helm upgrade nemo nmp/nemo-microservices-helm-chart --namespace default --reuse-values \
--set customizer.customizationTargets.overrideExistingTargets=false \
--set 'customizer.customizationTargets.targets.nvidia/llama-3\.2-nv-embedqa-1b@v2.enabled=true' && \
kubectl delete pod -n default -l app.kubernetes.io/name=nemo-customizer && \
kubectl wait --for=condition=ready pod -l app.kubernetes.io/name=nemo-customizer -n default --timeout=5m
```

This restarts the customizer to register the model (~2-3 minutes). The base checkpoint downloads from NGC on first use.

### Client-Side Requirements

Ensure you have access to:
Expand Down