Question 1

What is EPFL Machine Learning and Optimization Laboratory (MLO) known for?

Accepted Answer

EPFL lab on optimization and distributed machine learning, known for sent2vec and the MEDITRON medical LLMs. Landmarks: Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features (sent2vec) (2017); MEDITRON-70B: Scaling Medical Pretraining for Large Language Models (2023).

Question 2

What kind of organization is EPFL Machine Learning and Optimization Laboratory (MLO)?

Accepted Answer

Academic within EPFL, based in Lausanne.

Year	Contribution	Source
2017	Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features (sent2vec)arxiv.org	arxiv.org
2023	MEDITRON-70B: Scaling Medical Pretraining for Large Language Modelsarxiv.org	arxiv.org

Where	Link
Website	epfl.ch
GitHub	epfml
Hugging Face	epfl-llm

EPFL Machine Learning and Optimization Laboratory (MLO)

Known for

Links

Lab changes by email