Tracked topic
Large language models are machine learning models trained to predict and generate text and other language-based outputs.
…Its vision encoder serves as the visual backbone in multimodal LLMs, such as LLaVA, and open-vocabulary perception models, such as OWL-ViT. Successors such as OpenCLIP and SigLIP scale the data…
…This is enabled by deep co-design across NVIDIA Blackwell, NVLink™, and NVLink Switch for scale-out; NVFP4 for low-precision accuracy; and NVIDIA Dynamo and TensorRT™ LLM for speed and flexibility…
…Natural conversations with Nemotron 3 VoiceChat Traditional voice AI relies on cascaded pipelines, automatic speech recognition (ASR), a large language model (LLM), and text-to-speech (TTS)—all of which introduce latency…
…Trapping the ghost Andrej Karpathy, a founding member of OpenAI, likens working with large language models (LLMs) to summoning ghosts , an apt metaphor for LLM agents, especially ones that write code. Many…
…STT and LLMs Go to GitHub Repo Run Instructions SAM2: Segment Anything in Images and Videos This application demonstrates how to run SAM2 models on a live video feed with the possibility…
…Consider using the NVIDIA garak LLM vulnerability scanner to evaluate models for known prompt injection weaknesses, and apply NVIDIA NeMo Guardrails to filter and protect LLM inputs and outputs. Learn more This…
…Returned context is inserted into the enrichment prompt set in the tunable VECTOR_RAG_ENRICHMENT_PROMPT before LLM generation. The tunable enrichment prompt used in the nutritional example is pictured below. Here…
…It targets critical kernel hotspots in workloads like LLM inference, where small code sections dominate compute time, enabling fractional performance gains to yield significant overall throughput improvements. CompileIQ supports multi-objective optimization…
…Pass top results to Nemotron LLM to produce grounded, contextually relevant responses. Introductory Resources Learn more about building an intelligent document processing pipeline with Nemotron. Nemotron Labs Blog Learn how AI agents…
…SGLang , TRT-LLM , vLLM Cloud service providers: Amazon SageMaker JumpStart , Google Cloud, Microsoft Foundry , Oracle Cloud Inference service providers: Baseten , DeepInfra, Eigen AI , fal (ASR), Fireworks AI, FriendliAI, Modal , ModelScope , Ollama cloud…