Amit Bleiweiss

Amit Bleiweiss is a senior data scientist at NVIDIA, where he focuses on large language models and generative AI. He has 25 years of experience in applied machine learning and deep learning, with over 50 patents and publications in the domain. Amit received his MSc from Hebrew University of Jerusalem, where he specialized in machine learning.
Amit Bleiweiss

Posts by Amit Bleiweiss

Generative AI / LLMs Aug 06, 2024

Accelerating Hebrew LLM Performance with NVIDIA TensorRT-LLM

Developing a high-performing Hebrew large language model (LLM) presents distinct challenges stemming from the rich and complex nature of the Hebrew language... 8 MIN READ
A connected grid of AI applications, optimizing RAG pipelines.
Generative AI / LLMs Jul 30, 2024

Enhancing RAG Pipelines with Re-Ranking

In the rapidly evolving landscape of AI-driven applications, re-ranking has emerged as a pivotal technique to enhance the precision and relevance of enterprise... 8 MIN READ
An illustration of a NIM use case.
Generative AI / LLMs 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 / LLMs 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 / LLMs 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
Decorative image of a globe surrounded by people speaking and texting in different languages, with the text Part 2.
Generative AI / LLMs May 13, 2024

Customizing Neural Machine Translation Models with NVIDIA NeMo, Part 2

In the first post, we walked through the prerequisites for a neural machine translation example from English to Chinese, running the pretrained model with NeMo,... 11 MIN READ