diff --git a/docs/release_notes/flare_250.rst b/docs/release_notes/flare_250.rst index 15752bc0e5..c508b88cbc 100644 --- a/docs/release_notes/flare_250.rst +++ b/docs/release_notes/flare_250.rst @@ -93,14 +93,6 @@ Federated Logistic Regression with NR optimization The :github_nvflare_link:`Federated Logistic Regression with Second-Order Newton-Raphson optimization example ` shows how to implement a federated binary classification via logistic regression with second-order Newton-Raphson optimization. -BioNemo example for Drug Discovery ----------------------------------- -`BioNeMo `_ is NVIDIA's generative AI platform for drug discovery. -We included several examples of running BioNeMo in a federated learning environment using NVFlare: - - - The :github_nvflare_link:`task fitting example ` includes a notebook that shows how to obtain protein-learned representations in the form of embeddings using the ESM-1nv pre-trained model. The model is trained with NVIDIA's BioNeMo framework for Large Language Model training and inference. - - The :github_nvflare_link:`downstream example ` shows three different downstream tasks for fine-tuning a BioNeMo ESM-style model. - Hearchical Federated Statistics -------------------------------- :github_nvflare_link:`Hierarchical Federated Statistics ` is helpful when there