Posts by Vinh Nguyen
Generative AI
Oct 08, 2024
Mistral-NeMo-Minitron 8B Model Delivers Unparalleled Accuracy
This post was originally published August 21, 2024 but has been revised with current data. Recently, NVIDIA and Mistral AI unveiled Mistral NeMo 12B, a leading...
7 MIN READ
Generative AI
Aug 14, 2024
How to Prune and Distill Llama-3.1 8B to an NVIDIA Llama-3.1-Minitron 4B Model
Large language models (LLM) are now a dominant force in natural language processing and understanding, thanks to their effectiveness and versatility. LLMs such...
12 MIN READ
Generative AI
Jun 07, 2024
Seamlessly Deploying a Swarm of LoRA Adapters with NVIDIA NIM
The latest state-of-the-art foundation large language models (LLMs) have billions of parameters and are pretrained on trillions of tokens of input text. They...
11 MIN READ
Generative AI
Mar 14, 2024
Applying Mixture of Experts in LLM Architectures
Mixture of experts (MoE) large language model (LLM) architectures have recently emerged, both in proprietary LLMs such as GPT-4, as well as in community models...
12 MIN READ
Generative AI
Nov 28, 2023
Build Enterprise Retrieval-Augmented Generation Apps with NVIDIA Retrieval QA Embedding Model
Large language models (LLMs) are transforming the AI landscape with their profound grasp of human and programming languages. Essential for next-generation...
12 MIN READ
Conversational AI
Mar 15, 2023
How to Create a Custom Language Model
Generative AI has captured the attention and imagination of the public over the past couple of years. From a given natural language prompt, these generative...
12 MIN READ