Performance skills

C

Claude Monitor

sickn33

Diagnose performance issues with Claude Code and local systems.

C

CuTile Autotuning

nvidia

Optimize CuTile kernels with automated tuning techniques.

RAG-Perf

nvidia

Benchmark performance of NVIDIA RAG Blueprint servers.

O

Omniverse USD Performance Tuning

nvidia

Optimize USD performance for better loading and rendering.

MoE Expert-Parallel Overlap

nvidia

Optimize MoE model performance with expert-parallel communication.

CUDA Graphs

nvidia

Optimize GPU performance with CUDA graph capture.

C

CPU Offloading

nvidia

Optimize memory usage by offloading CPU tasks in Megatron Bridge.

Activation Recompute

nvidia

Optimize GPU memory usage with activation recompute.

NeMo Evaluator Plugin

nvidia

Evaluate models and datasets efficiently with NeMo.

J

Jetson Inference Memory Tuning

nvidia

Optimize memory settings for LLM/VLM on NVIDIA Jetson.

DeepStream Profiling

nvidia

Efficiently profile and tune DeepStream pipelines.

Accelerated Computing cuDF

nvidia

Efficient GPU DataFrame operations for pandas users.

Autoresearch Agent

alirezarezvani

Automate your code optimization experiments.

H

Half-Quadratic Quantization

davila7

Efficient model quantization without calibration data.

GPTQ Quantization

davila7

Efficiently deploy large LLMs on consumer GPUs with minimal loss.

GGUF Quantization

davila7

Efficient model deployment for consumer hardware.

Flash Attention Optimization

davila7

Enhance transformer performance with optimized attention.

B

BitsAndBytes Quantization

davila7

Optimize LLMs with efficient quantization techniques.

A

AWQ Quantization

davila7

Optimize large models with 4-bit quantization.

TensorBoard

davila7

Visualize and debug machine learning models effectively.

Llama.cpp

davila7

Efficient LLM inference on non-NVIDIA hardware.

Speculative Decoding

davila7

Accelerate LLM inference with advanced techniques.

M

Model Pruning

davila7

Compress LLMs and speed up inference with pruning techniques.

Next.js & React Performance Expert

vudovn

Optimize your React and Next.js applications effectively.