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1. ▌
   Digital Health Clinical Asr Eval · nvidia bundle

   Score a clinical ASR manifest against a chosen NIM, produce a five-section KER leaderboard, and route the user via a post-eval decision tree.
   2.2k repo stars
2. ▌
   Nemo Mbridge Mlm Bridge Training · nvidia bundle

   Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data, covering correlation testing, available recipes, and multi-GPU examples.
   2.2k repo stars
3. ▌
   Nemo Mbridge Perf Cpu Offloading · nvidia bundle

   Configure and validate CPU offloading for Megatron Bridge training, including activation offloading and optimizer state offloading with HybridDeviceOptimizer.
   2.2k repo stars
4. ▌
   Omniverse Usd Performance Tuning · nvidia bundle

   Diagnose and optimize slow-loading, high-memory, or low-FPS USD scenes using a structured workflow with profiling, validation, and mutation phases.
   2.2k repo stars
5. ▌
   Tao Train Fast Foundation Stereo · nvidia bundle

   Trains, evaluates, exports, and runs inference for FastFoundationStereo (FFS) stereo depth estimation models, a distilled variant of FoundationStereo with lower latency.
   2.2k repo stars
6. ▌
   Vss Deploy Detection Tracking 2d · nvidia bundle

   Deploy, debug, and operate the RTVI-CV 2D detection/tracking microservice and call its REST API for stream management, health checks, and metrics.
   2.2k repo stars
7. ▌
   Vss Deploy Detection Tracking 3d · nvidia bundle

   Deploy and operate the RTVI-CV-3D microservice for multi-camera 3D detection and tracking, supporting sample datasets, custom videos, and RTSP streams.
   2.2k repo stars
8. ▌
   Digital Health Clinical Asr Build · nvidia bundle

   Curates clinical-specialty term lists, generates IPA-tagged synthetic audio via TTS, and produces NeMo-format manifests for ASR benchmark evaluation.
   2.2k repo stars
9. ▌
   Digital Health Clinical Asr Setup · nvidia bundle

   Bootstraps a clinical ASR evaluation environment by verifying NVIDIA_API_KEY, installing Python dependencies, and running a smoke test against hosted TTS/ASR services.
   2.2k repo stars
10. ▌
    Nemo Automodel Recipe Development · nvidia bundle

    Create and modify NeMo AutoModel training and evaluation recipes, including YAML structure, builders, and execution flow.
    2.2k repo stars
11. ▌
    Physical AI Neural Reconstruction · nvidia bundle

    Routes NuRec/Neural Reconstruction requests to the correct upstream NVIDIA skill (datasets, conversion, training, rendering, object harvesting, frame cleanup).
    2.2k repo stars
12. ▌
    Tao Analyze Gaps Visual Changenet · nvidia bundle

    Identifies the weakest samples per ground-truth label in NVIDIA TAO VCN Classify experiments by running a Docker container that performs threshold sweep, weakness scoring, and per-lighting expansion, then surfaces top-K weak samples for downstream augmentation or relabeling.
    2.2k repo stars
13. ▌
    Cuopt Numerical Optimization API C · nvidia bundle

    Solve LP, MILP, and QP problems using the cuOpt C API with a consistent build pattern and core calls.
    2.2k repo stars
14. ▌
    Nemo Mbridge Perf Moe Comm Overlap · nvidia bundle

    Optimizes MoE expert-parallel communication overlap in Megatron Bridge, covering dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.
    2.2k repo stars
15. ▌
    Nemo Mbridge Perf Moe Long Context · nvidia bundle

    Provides guidance for training Mixture-of-Experts models with long context windows, covering context parallelism sizing, selective recomputation, dispatcher choices, and practical patterns from recent experiments.
    2.2k repo stars
16. ▌
    Nemo Mbridge Perf Moe Vlm Training · nvidia bundle

    Provides practical guidance for training Mixture-of-Experts Vision-Language Models in Megatron Bridge, comparing FSDP and 3D-parallel approaches with lessons from recent multimodal experiments.
    2.2k repo stars
17. ▌
    Jetson Customize Uphy · nvidia bundle

    Configure Jetson UPHY lane allocation on Orin/Thor custom carriers by editing ODMDATA tokens and dispatching per-controller kernel-DT overlay skills.
    2.2k repo stars
18. ▌
    Jetson Print Bsp Info · nvidia bundle

    Inspects a Jetson Linux_for_Tegra BSP tree on the host PC and prints a concise summary including L4T version, board configs, and rootfs state.
    2.2k repo stars
19. ▌
    Jetson Validate Image · nvidia bundle

    Run static BSP checks and on-target smoke/regression tests on a flashed NVIDIA Jetson device to validate a customized BSP image.
    2.2k repo stars
20. ▌
    Nemo Evaluator Plugin · nvidia bundle

    Run evaluation tasks against a NeMo Platform server using the Evaluator plugin CLI and Python SDK.
    2.2k repo stars
21. ▌
    Nemo Rl Auto Research · nvidia bundle

    Guides agents through the full lifecycle of NeMo-RL experiments: understanding recipes, launching reproducible runs, analyzing results, and preserving human oversight with git and TSV logs.
    2.2k repo stars
22. ▌
    Tao List Capabilities · nvidia bundle

    Lists TAO Skill Bank capabilities, models, and AutoML support by running packaged scripts.
    2.2k repo stars
23. ▌
    Tao Run On Kubernetes · nvidia bundle

    Submits TAO container jobs as single-pod Kubernetes Jobs with NVIDIA GPU scheduling on EKS, GKE, AKS, or on-prem clusters.
    2.2k repo stars
24. ▌
    Tao Train Mask2former · nvidia bundle

    Train, evaluate, export, quantize, and run inference on Mask2Former models for panoptic, instance, and semantic segmentation using NVIDIA TAO.
    2.2k repo stars
25. ▌
    Tao Train Single Step · nvidia bundle

    Fine-tune a TAO model with standard supervised training, evaluation, and export, with AutoML bypass and platform-specific credential intake.
    2.2k repo stars
26. ▌
    Tilegym Cutile Python · nvidia bundle

    Write high-performance GPU kernels using cuTile's tile-based programming model with validation and optimization, including deep agent orchestration for complex multi-kernel tasks.
    2.2k repo stars
27. ▌
    Dicom Metadata Extract · nvidia bundle

    Extracts selected metadata from a DICOM file and flags standard-tag PHI presence. Not for anonymization or clinical use.
    2.2k repo stars
28. ▌
    Dicom Series Preflight · nvidia bundle

    Scans a DICOM series folder to extract header metadata and produce a preflight verdict without decoding pixel data.
    2.2k repo stars
29. ▌
    Dicom Series To Volume · nvidia bundle

    Converts a single CT DICOM series folder into a Hounsfield Unit NIfTI volume with affine metadata.
    2.2k repo stars
30. ▌
    Holoscan Install Conda · nvidia bundle

    Install Holoscan SDK v4.3+ via Conda in a CUDA 13 environment, including Python bindings and C++ development headers.
    2.2k repo stars
31. ▌
    Holoscan Install Wheel · nvidia bundle

    Install the Holoscan SDK Python wheel via pip into a virtual environment and verify with example scripts.
    2.2k repo stars
32. ▌
    Jetson Optimize Memory · nvidia bundle

    Reclaim DRAM on NVIDIA Jetson devices by disabling unused display, camera, and DMA subsystems across MB1 BCT, MB2 BCT, kernel reserved-memory, and SWIOTLB layers for headless or no-camera deployments.
    2.2k repo stars
33. ▌
    Nemo Rl Brev Etiquette · nvidia bundle

    Provides storage and environment conventions for NeMo-RL agents on Brev instances, ensuring large experiment outputs go to /ephemeral and secrets are loaded from .env.
    2.2k repo stars
34. ▌
    Nemo Rl Session Memory · nvidia bundle

    Maintain durable session memory across agent disconnects by writing structured checkpoints to the repo's session directory, enabling context recovery.
    2.2k repo stars
35. ▌
    Nv Segment Ct Finetune · nvidia bundle

    Fine-tune NV-Segment-CT VISTA3D on CT NIfTI labels for smoke testing or dataset adaptation, wrapping the upstream MONAI bundle entrypoint.
    2.2k repo stars
36. ▌
    Tao Train Nvpanoptix3d · nvidia bundle

    Trains, evaluates, exports, and runs inference for NVPanoptix3D models that perform panoptic 3D scene reconstruction from posed RGB images, producing 3D panoptic segmentation with occupancy completion.
    2.2k repo stars
37. ▌
    Tao Train Pointpillars · nvidia bundle

    Train, evaluate, export, prune, and run inference for PointPillars 3D object detection models from LiDAR point clouds using NVIDIA TAO.
    2.2k repo stars
38. ▌
    Cuopt Server API Python · nvidia bundle

    Deploy a cuOpt REST server and solve routing optimization problems using Python or curl.
    2.2k repo stars
39. ▌
    Earth2studio Data Fetch · nvidia bundle

    Guides users through downloading weather/climate data via Earth2Studio data source APIs, verifying variable support via the lexicon system, and generating a working Python fetch script.
    2.2k repo stars
40. ▌
    Holoscan Install Debian · nvidia bundle

    Install the Holoscan SDK C++ runtime and headers on Ubuntu using NVIDIA's apt repository, with automatic CUDA variant detection and verification via bundled examples.
    2.2k repo stars
41. ▌
    Holoscan Install Source · nvidia bundle

    Build the Holoscan SDK from source using its in-tree Docker-based build script, producing a local install tree for CMake-based applications.
    2.2k repo stars
42. ▌
    Jetson Customize Camera · nvidia bundle

    Enable MIPI/GMSL camera sensors on a Jetson Thor or Orin custom carrier by rendering a kernel-DT overlay from the in-tree sensor DTSI.
    2.2k repo stars
43. ▌
    Jetson Customize Clocks · nvidia bundle

    Lock, cap, or customize CPU, GPU, and EMC clock behavior on NVIDIA Jetson devices by editing BPMP DTB and nvpower.sh before flashing.
    2.2k repo stars
44. ▌
    Jetson Customize Pinmux · nvidia bundle

    Parse a Jetson Orin/Thor pinmux XLSM spreadsheet and generate per-pin BCT DTSI files for a custom carrier board.
    2.2k repo stars
45. ▌
    Nemo Mbridge Resiliency · nvidia bundle

    Configure fault tolerance, straggler detection, preemption, in-process restart, and re-run state machine for Megatron Bridge training jobs.
    2.2k repo stars
46. ▌
    Tao Run On Local Docker · nvidia bundle

    Run TAO SDK jobs as Docker containers on a local or remote Docker daemon with NVIDIA GPU support, including preflight checks and credential handling.
    2.2k repo stars
47. ▌
    Cuopt Routing API Python · nvidia bundle

    Solve vehicle routing problems (TSP, VRP, PDP) using NVIDIA cuOpt's Python API with cost matrices, time windows, capacity constraints, and pickup-delivery pairs.
    2.2k repo stars
48. ▌
    Jetson Print Device Info · nvidia bundle

    Captures a baseline snapshot of a Jetson device's module model, L4T version, kernel, OS version, and power mode for performance testing or verification.
    2.2k repo stars
49. ▌
    Nv Generate Vae Finetune · nvidia bundle

    Finetune the NV-Generate-CTMR MAISI VAE/autoencoder on user-supplied CT or MRI NIfTI volumes using a staged config and datalist workflow.
    2.2k repo stars
50. ▌
    Tao Analyze Gaps Vlm Bcq · nvidia bundle

    Extract false-positive and false-negative gaps from VLM binary-classification-question predictions by comparing model responses against ground truth, producing a structured JSONL file and summary report for downstream root-cause analysis.
    2.2k repo stars
51. ▌
    Tao Train Grounding Dino · nvidia bundle

    Trains, evaluates, exports, quantizes, and runs inference for a Grounding DINO model that detects objects described by text prompts without a fixed class vocabulary.
    2.2k repo stars
52. ▌
    Cuopt Routing Formulation · nvidia bundle

    Defines vehicle routing problem types (TSP, VRP, PDP) and the data requirements needed to formulate them, without covering any API or interface details.
    2.2k repo stars
53. ▌
    Dynamo Interconnect Check · nvidia bundle

    Validates that a Dynamo deployment's NIXL/UCX/NCCL interconnect is ready for disaggregated serving over RDMA/NVLink. Use after deploying a disagg or multi-node recipe to confirm KV transport is correct, or use troubleshoot for already-failed pods.
    2.2k repo stars
54. ▌
    Jetson Customize Nvpmodel · nvidia bundle

    Add, remove, edit, list, or change the boot default of nvpmodel power modes on Jetson/Tegra platforms (Orin, Thor) by modifying the BSP-side configuration file.
    2.2k repo stars
55. ▌
    Jetson Inference Mem Tune · nvidia bundle

    Recommends an inference runtime and memory-related launch flags for LLM/VLM workloads on NVIDIA Jetson devices, based on a live memory audit snapshot.
    2.2k repo stars
56. ▌
    Nemo Data Designer Plugin · nvidia bundle

    Build synthetic datasets and data generation pipelines using the Data Designer library.
    2.2k repo stars
57. ▌
    Nemotron Policy Generator · nvidia bundle

    Generates custom safety policies for NVIDIA Nemotron content-safety guardrails, producing a Markdown policy, JSON taxonomy, and inference prompts from rough user input.
    2.2k repo stars
58. ▌
    Omniverse Cad To Simready · nvidia bundle

    Coordinate the end-to-end pipeline from CAD or source assets to SimReady USD assets, including conversion, material and physics assignment, validation, conformance, and optional packaging.
    2.2k repo stars
59. ▌
    Omniverse Realtime Viewer · nvidia bundle

    Routes Omniverse Realtime Viewer requests to focused reference documents and enforces architectural rules for building USD viewer applications.
    2.2k repo stars
60. ▌
    Tao Analyze Changenet Rca · nvidia bundle

    Performs deep root cause analysis on NVIDIA TAO Visual ChangeNet classification experiments, using image-evidence-driven investigation to diagnose model failures and produce actionable reports.
    2.2k repo stars
61. ▌
    Tao Finetune Cosmos Embed · nvidia bundle

    Fine-tune, evaluate, run inference, and export Cosmos-Embed1 video-text embedding models for tasks like text-to-video retrieval and semantic deduplication.
    2.2k repo stars
62. ▌
    Tao Run Inference Service · nvidia bundle

    Start, query, and stop a TAO inference microservice for a specific network architecture by delegating container execution to the appropriate platform skill.
    2.2k repo stars
63. ▌
    Tao Setup Nvidia Gpu Host · nvidia bundle

    Checks and installs NVIDIA driver, CUDA Toolkit, and NVIDIA Container Toolkit for GPU-accelerated Docker and Kubernetes hosts. Supports multiple Linux distributions with automated install and read-only check modes.
    2.2k repo stars
64. ▌
    Tao Train Deformable Detr · nvidia bundle

    Train, evaluate, export, quantize, and run inference for a Deformable DETR 2D object detection model using TAO, with deformable attention for efficient multi-scale feature processing.
    2.2k repo stars
65. ▌
    Tao Train Mask Auto Label · nvidia bundle

    Trains, evaluates, and runs inference for Mask Auto-Label (MAL) weakly-supervised segmentation models using ViT-MAE backbones with minimal point or box annotations.
    2.2k repo stars
66. ▌
    Tilegym Cutile Autotuning · nvidia bundle

    Adds autotuning to CuTile kernels using the exhaustive_search API with a tune-once/cache/direct-launch pattern, covering occupancy-only and complex tile-size search spaces.
    2.2k repo stars
67. ▌
    Accelerated Computing Cudf · nvidia bundle

    Accelerate pandas workflows with GPU DataFrames using cuDF and dask-cuDF for ETL, joins, groupby, and large-scale data processing.
    2.2k repo stars
68. ▌
    Holoscan Install Container · nvidia bundle

    Pull and verify the official Holoscan SDK container from NGC, selecting the correct CUDA/arch tag for the host GPU and validating with bundled Python and C++ examples.
    2.2k repo stars
69. ▌
    Nemotron Retrieval Recipes · nvidia bundle

    Plan, debug, tune, evaluate, export, or deploy public Nemotron embedding and reranking retrieval recipes using the current checkout.
    2.2k repo stars
70. ▌
    Tao Run On Slurm · nvidia bundle

    Submit and manage TAO training, evaluation, and inference jobs on SLURM GPU clusters over SSH with sbatch/srun, Pyxis/Enroot containers, and Lustre-backed storage.
    2.2k repo stars
71. ▌
    Tao Run Platform · nvidia bundle

    Submit and monitor GPU training jobs on Brev, SLURM, Docker, or Kubernetes using the TAO Execution SDK, with job handles, S3 I/O wrapping, and multi-node distributed training.
    2.2k repo stars
72. ▌
    Dali Dynamic Mode · nvidia bundle

    Write, review, and migrate code using NVIDIA DALI's imperative dynamic-mode API for efficient data loading and preprocessing.
    2.2k repo stars
73. ▌
    Jetson Diagnostic · nvidia bundle

    Captures a read-only health snapshot from a Jetson device, reporting identity, memory, GPU, thermal, power, storage, services, and top processes.
    2.2k repo stars
74. ▌
    Jetson Init Image · nvidia bundle

    Extract Jetson Linux BSP and sample-rootfs tarballs, run apply_binaries.sh with the correct GPU stack flag, and record the image metadata in the active target profile.
    2.2k repo stars
75. ▌
    Jetson Set Target · nvidia bundle

    Switch the active Jetson target-platform pointer to an existing profile YAML. Use before customize/build/flash to change target; not for authoring profiles — use jetson-init-target instead.
    2.2k repo stars
76. ▌
    Tao Finetune Clip · nvidia bundle

    Fine-tune and deploy CLIP vision-language models for zero-shot classification, image-text retrieval, and embedding extraction with ONNX and TensorRT support.
    2.2k repo stars
77. ▌
    Tao Run On Lepton · nvidia bundle

    Submit TAO jobs to Lepton managed GPU compute on DGX Cloud, with run/status/cancel interface and multi-node distributed training support.
    2.2k repo stars
78. ▌
    Vss Manage Alerts · nvidia bundle

    Operate the VSS alert pipeline for real-time monitoring, Alert-Bridge subscriptions, Slack notifications, incident queries, and camera onboarding.
    2.2k repo stars
79. ▌
    Jetson Flash Image · nvidia bundle

    Flash a promoted BSP image to a Jetson device in RCM mode using NVIDIA's flash.sh or l4t_initrd_flash.sh toolchain.
    2.2k repo stars
80. ▌
    Jetson Generate Kb · nvidia bundle

    Generates a per-target knowledge-base markdown file by walking the BSP root and source tree, documenting image layout, source tree structure, and document references.
    2.2k repo stars
81. ▌
    Jetson Init Source · nvidia bundle

    Bootstraps a BSP customization workspace for NVIDIA Jetson, including the Linux_for_Tegra overlay tracker, bsp_sources mono-tree, and Crosstool-NG toolchain.
    2.2k repo stars
82. ▌
    Jetson Init Target · nvidia bundle

    Creates a new Jetson target-platform profile YAML by selecting a reference devkit and optional custom carrier, then updates the active target pointer.
    2.2k repo stars
83. ▌
    Jetson Quick Start · nvidia bundle

    Dispatches Jetson BSP customization by presenting a click-to-select setup questionnaire and passing prefilled answers to downstream setup skills.
    2.2k repo stars
84. ▌
    Mcore Create Issue · nvidia bundle

    Investigate a failing GitHub Actions job, extract the root cause, and file a well-structured bug issue against NVIDIA/Megatron-LM.
    2.2k repo stars
85. ▌
    Mcore Run On Slurm · nvidia bundle

    Launch distributed Megatron-LM training jobs on a SLURM cluster with a minimal sbatch skeleton, environment-variable setup for torch.distributed.run, CUDA_DEVICE_MAX_CONNECTIONS rules, container conventions, monitoring, and per-rank failure diagnosis.
    2.2k repo stars
86. ▌
    Nemotron Customize · nvidia bundle

    Plan, configure, and chain Nemotron model customization steps into single-step or multi-step pipelines for curation, translation, fine-tuning, RL alignment, benchmarking, checkpoint conversion, optimization, and evaluation.
    2.2k repo stars
87. ▌
    Tao Train Nvdinov2 · nvidia bundle

    Trains vision transformers via self-distillation without labels for self-supervised visual representation learning, and supports export and inference of NVDINOv2 backbones.
    2.2k repo stars
88. ▌
    Tao Train Sparse4d · nvidia bundle

    Trains, evaluates, exports, quantizes, and runs inference for Sparse4D multi-camera temporal 3D object detection and tracking models using TAO.
    2.2k repo stars
89. ▌
    Vss Deploy Profile · nvidia bundle

    Selects, configures, deploys, verifies, debugs, or tears down a VSS profile (base, search, lvs, warehouse, edge) for NVIDIA's video search and summarization stack.
    2.2k repo stars
90. ▌
    Vss Search Archive · nvidia bundle

    Search archived video using natural language, ingest video files or RTSP streams, and manage ingested sources.
    2.2k repo stars
91. ▌
    Cuopt Server Common · nvidia bundle

    Explains the domain concepts of the cuOpt REST server, including supported problem types, request flow, and key endpoints, without deployment or client code.
    2.2k repo stars
92. ▌
    Cupynumeric Install · nvidia bundle

    Install and verify cuPyNumeric for Python using conda or pip, including GPU usage checks.
    2.2k repo stars
93. ▌
    Dynamo Troubleshoot · nvidia bundle

    Diagnose failed or unhealthy Dynamo deployments by collecting a read-only debug bundle, classifying failures, and providing step-by-step remediation guidance.
    2.2k repo stars
94. ▌
    Jetson Build Source · nvidia bundle

    Rebuild kernel-side artifacts (DTBs, OOT modules, kernel Image) from source changes under bsp_sources/ and produce a manifest for staging into a BSP image.
    2.2k repo stars
95. ▌
    Jetson Download Bsp · nvidia bundle

    Downloads NVIDIA Jetson Linux BSP artifacts (BSP tarball, sample rootfs, public_sources, x-tools, guides) for the active target. Used for Auto Setup; does not extract or edit profiles.
    2.2k repo stars
96. ▌
    Jetson Memory Audit · nvidia bundle

    Measure Jetson DRAM and NvMap usage, capture before/after baselines, and verify memory reclamation with live audit data.
    2.2k repo stars
97. ▌
    Nemoclaw User Guide · nvidia bundle

    Guides AI coding assistants to the official NemoClaw documentation via MCP server or Markdown files for installation, configuration, operation, and troubleshooting.
    2.2k repo stars
98. ▌
    Tao Launch Workflow · nvidia bundle

    Collects launch inputs and runs preflight checks before executing TAO workflows such as AutoML, training, evaluation, inference, export, TensorRT engine generation, or DEFT jobs on supported platforms.
    2.2k repo stars
99. ▌
    Tao Mine Aoi Images · nvidia bundle

    Embeds target and source image parquets, then mines nearest-neighbour source images for augmentation in VCN AOI workflows.
    2.2k repo stars
100. ▌
     Tao Train Bevfusion · nvidia bundle

     Trains, evaluates, and runs inference for BEVFusion multi-sensor 3D object detection models that fuse LiDAR and camera data in bird's-eye-view space for autonomous driving.
     2.2k repo stars