Performance skills

Activation Recompute

nvidia

Optimize GPU memory usage with activation recompute.

NeMo Evaluator Plugin

nvidia

Evaluate models and datasets efficiently with NeMo.

J

Jetson Memory Optimizer

nvidia

Optimize DRAM usage for Jetson devices.

J

Jetson Inference Memory Tuning

nvidia

Optimize memory settings for LLM/VLM on NVIDIA Jetson.

Customize Clocks

nvidia

Control CPU, GPU, and EMC clock settings for Jetson devices.

DeepStream Profiling

nvidia

Efficiently profile and tune DeepStream pipelines.

Accelerated Computing cuDF

nvidia

Efficient GPU DataFrame operations for pandas users.

GPU Optimization for Python

k-dense-ai

Accelerate scientific Python code on NVIDIA GPUs effectively.

V

Vercel React Best Practices

davila7

Optimize your React and Next.js applications with expert guidelines.

D

DeepSpeed

davila7

Optimize distributed training with DeepSpeed guidance.

Autoresearch Agent

alirezarezvani

Automate your code optimization experiments.

A

Angular Best Practices

sickn33

Optimize Angular apps for performance and efficiency.

Metrics Analysis

google-gemini

Enhance repository health through data-driven insights.

Iterative Optimization Loop

everyinc

Optimize measurable outcomes through structured experiments.

Spark Memory & Thermal Ops

wshobson

Optimize memory and thermal management for ML jobs.

Spark Engineer

jeffallan

Optimize and debug your Spark applications effectively.

ApexGuru Performance Scan

forcedotcom

Analyze Apex code for performance antipatterns.

Web Quality Audit

davila7

Run comprehensive audits for performance, accessibility, and SEO.

Core Web Vitals Optimization

davila7

Enhance page performance and search ranking effectively.

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.