General
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Jul 12, 2024
Event: WeAreDevelopers World Congress 2024
Join NVIDIA at WeAreDevelopers July 17-19 to learn how accelerated computing tools powered by GPUs are shaping the future.
1 MIN READ
![An illustration showing a securit alert.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Canary-AI-960x540.jpg)
Jul 11, 2024
Defending AI Model Files from Unauthorized Access with Canaries
As AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important....
6 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/rag-representation-960x540.jpg)
Jul 11, 2024
Optimize AI Model Performance and Maintain Data Privacy with Hybrid RAG
The rapidly evolving field of generative AI is focused on building neural networks that can create realistic content such as text, images, audio, and synthetic...
7 MIN READ
![Decorative image of a computer screen with characters and symbols streaming through it.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nemo-curator-featured-960x540.png)
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 showing code.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/cyber-language-960x540.jpg)
Jul 09, 2024
Building Cyber Language Models to Unlock New Cybersecurity Capabilities
General-purpose large language models (LLMs) have proven their usefulness across various fields, offering substantial benefits in applications ranging from text...
13 MIN READ
![An illustration of a NIM use case.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/NIM-multilanguage-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/DeepSeek-e1720012355496-960x540.jpg)
Jul 03, 2024
Power Advanced Coding Capabilities with Deepseek Code LLM
Deepseek Coder v2, available as an NVIDIA NIM microservice, enhances project-level coding and infilling tasks.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/llm-composite-960x540.png)
Jul 02, 2024
Addressing Hallucinations in Speech Synthesis LLMs with the NVIDIA NeMo T5-TTS Model
NVIDIA NeMo has released the T5-TTS model, a significant advancement in text-to-speech (TTS) technology. Based on large language models (LLMs), T5-TTS produces...
4 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/Achieving-High-Mixtral-8x7B-Performance-with-NVIDIA-H100-Tensor-Core-GPUs-and-TensorRT-LLM.png)
Jul 02, 2024
Achieving High Mixtral 8x7B Performance with NVIDIA H100 Tensor Core GPUs and TensorRT-LLM
As large language models (LLMs) continue to grow in size and complexity, the performance requirements for serving them quickly and cost-effectively continue to...
9 MIN READ
![An image representing cybersecurity.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/image4-1-960x540.png)
Jul 02, 2024
Advancing Security for Large Language Models with NVIDIA GPUs and Edgeless Systems
Edgeless Systems introduced Continuum AI, the first generative AI framework that keeps prompts encrypted at all times with confidential computing by combining...
6 MIN READ
![Image of NVIDIA GB200.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/gb200-960x540.jpg)
Jul 01, 2024
How Cutting-Edge Computer Chips are Speeding Up the AI Revolution
Featured in Nature, this post delves into how GPUs and other advanced technologies are meeting the computational challenges posed by AI.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/ngc-press-gemma-2-model-1920x10801-1-960x540.jpg)
Jul 01, 2024
Google's New Gemma 2 Model Now Optimized and Available on NVIDIA API Catalog
Gemma 2, the next generation of Google Gemma models, is now optimized with TensorRT-LLM and packaged as NVIDIA NIM inference microservice.
1 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/model-icons-960x540.png)
Jul 01, 2024
Deploy GPU-Optimized AI Software with One Click Using Brev.dev and NVIDIA NGC Catalog
Brev.dev is making it easier to develop AI solutions by leveraging software libraries, frameworks, and Jupyter Notebooks on the NVIDIA NGC catalog. You can use...
7 MIN READ
![Decorative image of NVFLARE use cases.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvflare-2-4-featured-960x540.jpeg)
Jun 28, 2024
Federated XGBoost Made Practical and Productive with NVIDIA FLARE
XGBoost is a highly effective and scalable machine learning algorithm widely employed for regression, classification, and ranking tasks. Building on the...
6 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/abstract-graphic.jpg)
Jun 28, 2024
Introducing DoRA, a High-Performing Alternative to LoRA for Fine-Tuning
Full fine-tuning (FT) is commonly employed to tailor general pretrained models for specific downstream tasks. To reduce the training cost, parameter-efficient...
6 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/NVIDIA-RAG-apps-on-NIM-1-960x540.jpg)
Jun 28, 2024
Create RAG Applications Using NVIDIA NIM and Haystack on Kubernetes
Step-by-step guide to build robust, scalable RAG apps with Haystack and NVIDIA NIMs on Kubernetes.
1 MIN READ