NVIDIA Dev & Engineering Skills Reviews
NVIDIA cuOpt Developer
Guides source-level cuOpt modification, builds, tests, debugging, and contributions.
NeMo Relay Installation Guide
Choose and verify the right NeMo Relay path for CLIs, language packages, and maintained frameworks.
NeMo MBridge GPU Memory Tuning
Diagnose GPU OOMs in Megatron Bridge training and reduce fragmentation, activation, and PEFT memory usage.
NeMo Relay Quick Start
Helps first-time NeMo Relay users prove observable execution value through the smallest suitable trial.
DOCA Hardware Telemetry Counter Reader
Guides developers in reading per-domain hardware counters from BlueField and ConnectX devices.
Jetson Target Switcher
Switch the active Jetson target among existing platform profiles.
NeMo AutoModel Model Onboarding
A structured guide for adding new LLM, MoE, and VLM architectures to NeMo AutoModel.
NeMo Relay Plugin Builder
Guides reusable NeMo Relay runtime behavior into configurable plugins.
Jetson BSP Info Check
Verify Jetson BSP version, board configs, and rootfs state before flashing.
Megatron Bridge Activation Recompute
Trade extra compute for lower GPU activation memory in Megatron Bridge training.
DALI Dynamic Mode Assistant
Helps agents write, review, and migrate NVIDIA DALI imperative dynamic-mode code.
DOCA Compress Hardware Offload
Guides hands-on DEFLATE and LZ4 decompression development and debugging on BlueField and ConnectX platforms.
DOCA Debug
A cross-library diagnostic guide for NVIDIA DOCA build, link, runtime, and program failures.
DOCA Flow DPA Performance
Guides defensible measurement of DOCA Flow rule-update and disable rates on DPA-capable NVIDIA hardware.
Jetson BSP Source Builder
Rebuild Jetson BSP device trees, kernels, and modules from source changes and produce a deployable artifact manifest.
Jetson BSP Source Workspace Initializer
Prepares a tracked Jetson BSP source workspace and cross-compiler for downstream customization and builds.
NeMo AutoModel Distributed Training
Choose and configure multi-GPU and multi-node training strategies for NeMo AutoModel.
NeMo Evaluator Plugin Skill
Run and manage NeMo Platform model evaluations through the Evaluator CLI and Python SDK.
NeMo MBridge Parallelism Strategy Guide
Choose, combine, and validate Megatron Bridge parallelism configurations.
cuPyNumeric Migration Readiness
Assess whether NumPy code is ready to scale on GPUs before committing to a substantial cuPyNumeric port.
DOCA AES-GCM Acceleration
Configure, validate, and debug DOCA AES-GCM offload on BlueField DPUs and ConnectX NICs.
DOCA RDMA Initiator
Guides accelerator-initiated one-sided RDMA development on the DPA datapath.
DOCA Environment Setup
Verify, prepare, and troubleshoot the DOCA environment while routing workloads to the right deployment path.
Jetson PCIe Controller Customizer
Configure per-controller PCIe state, lane width, and link speed on custom Jetson Thor or Orin carriers.