Data curation is the first, and arguably the most important, step in the pretraining and continuous training of large language models (LLMs) and small language......
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Supercharge Generative AI Development with Firebase Genkit, Optimized by NVIDIA RTX GPUs
At Google I/O 2024, Google announced Firebase Genkit, a new open-source framework for developers to add generative AI to web and mobile applications using... At...
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Explainer: What is Regression?
Classification and regression are two groups of supervised machine-learning algorithm problems. Supervised machine learning uses algorithms to train a model to... Classification and regression are...
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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)... In today’s...
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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...
