Search results

• Beginner15 MIN

  Chat with LLMs Using Open WebUI and Ollama

  A self-hosted browser interface with models running locally on your GPU

  Playbook
• 60 MIN

  cuTile Kernels

  Run cuTile kernel benchmarks, FMHA implementation, and LLM inference on DGX Spark and B300

  Playbook
• Intermediate30 MIN

  Deploy NVIDIA NIM for LLM Inference

  Prebuilt, GPU-optimized model containers with a ready-to-use HTTP endpoint

  Playbook
• Intermediate10 MIN

  Install and Use NVIDIA PAIR with llama.cpp

  Route independent local AI requests across paired systems using llama.cpp, Ollama, or LM Studio

  Playbook
• 30 MIN

  LM Studio on DGX Spark

  Deploy LM Studio and serve LLMs on a Spark device; use LM Link to access models remotely.

  Playbook
• 45 MIN

  Nemotron Model Family on DGX Spark

  Deploy Nemotron 3 model family (Nemotron-3-Nano or Nemotron-3-Super) on DGX Spark

  Playbook
• Intermediate60 MIN

  Quantize Models to NVFP4 with NVIDIA Model Optimizer

  Cut memory ~3.5× vs FP16 while keeping accuracy close to FP8, then validate with an OpenAI-compatible endpoint

  Playbook
• Advanced60 MIN

  Run LLMs on Your NVIDIA Device

  Choose a model and spin it up locally on your NVIDIA device

  Playbook
• Beginner6 MIN

  Run Local LLMs

  Chat, agents, coding, and document Q&A with Ollama, LM Studio, and AnythingLLM on your hardware

  Playbook
• Intermediate60 MIN

  Run Multi-Modal Inference with TensorRT

  GPU-accelerated text-to-image generation with diffusion models

  Playbook
• 30 MIN

  Serve LLMs with SGLang

  High-throughput serving with RadixAttention, structured output, and an OpenAI-compatible API

  Playbook
• Intermediate30 MIN

  Serve LLMs with vLLM

  High-throughput serving for 30+ models, with continuous batching and an OpenAI-compatible API

  Playbook
• Intermediate30 MIN

  Serve Models with llama.cpp

  Efficient inference for any GGUF model with minimal dependencies

  Playbook
• Intermediate30 MIN

  Stream Real-Time Video to a Vision Language Model

  A webcam-based testbed for comparing VLMs across backends

  Playbook