Nicole Luo

Nicole Luo is a solution engineer at NVIDIA Inception, where her expertise is in natural language processing and large language models. Her recent work has been focused on assisting startups to build localized LLM applications. She holds a M.Sc. in computer science from Columbia University.
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Posts by Nicole Luo

Generative AI Nov 13, 2024

Mastering LLM Techniques: Data Preprocessing

The advent of large language models (LLMs) marks a significant shift in how industries leverage AI to enhance operations and services. By automating routine... 14 MIN READ
Decorative image of a computer screen with characters and symbols streaming through it.
Generative AI Jul 10, 2024

Curating Non-English Datasets for LLM Training with NVIDIA NeMo Curator

Data curation plays a crucial role in the development of effective and fair large language models (LLMs). High-quality, diverse training data directly... 12 MIN READ
An illustration of a NIM use case.
Generative AI Jul 08, 2024

Deploy Multilingual LLMs with NVIDIA NIM

Multilingual large language models (LLMs) are increasingly important for enterprises operating in today's globalized business landscape. As businesses expand... 9 MIN READ
Decorative image of an LLM on a purple background with the text, "Part 2".
Generative AI May 17, 2024

Training Localized Multilingual LLMs with NVIDIA NeMo, Part 2

In Part 1, we discussed how to train a monolingual tokenizer and merge it with a pretrained LLM’s tokenizer to form a multilingual tokenizer. In this post, we... 8 MIN READ
Decorative image of an LLM on a purple background with the text, "Part 1".
Generative AI May 17, 2024

Training Localized Multilingual LLMs with NVIDIA NeMo, Part 1

In today's globalized world, the ability of AI systems to understand and communicate in diverse languages is increasingly crucial. Large language models (LLMs)... 14 MIN READ