Posts by Vinh Nguyen
Generative AI / LLMs
Aug 21, 2024
Mistral-NeMo-Minitron 8B Foundation Model Delivers Unparalleled Accuracy
Last month, NVIDIA and Mistral AI unveiled Mistral NeMo 12B, a leading state-of-the-art large language model (LLM). Mistral NeMo 12B consistently outperforms...
5 MIN READ
Generative AI / LLMs
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 / LLMs
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 / LLMs
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 / LLMs
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