Performance skills

H

Hierarchical Context Parallel

nvidia

Optimize Megatron-Bridge for hierarchical context parallelism.

Jetson Print Device Info

nvidia

Capture essential Jetson device details effortlessly.

MoE VLM Training

nvidia

Optimize your MoE VLM training with practical guidance.

M

MoE Communication Overlap

nvidia

Optimize expert-parallel communication in Megatron Bridge.

MoE Long-Context Training

nvidia

Optimized guidance for long-context MoE training.

Metrics Analysis

google-gemini

Enhance repository health through data-driven insights.

TensorBoard

davila7

Visualize and debug machine learning models effectively.

M

Model Pruning

davila7

Compress LLMs and speed up inference with pruning techniques.

GPTQ Quantization

davila7

Efficiently deploy large LLMs on consumer GPUs with minimal loss.

H

Half-Quadratic Quantization

davila7

Efficient model quantization without calibration data.

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.

Spark Engineer

jeffallan

Optimize and debug your Spark applications effectively.

Debug Optimize LCP

chromedevtools

Optimize Largest Contentful Paint for faster page loads.

Qdrant Memory Optimization

github

Diagnose and reduce Qdrant memory usage effectively.

Qdrant Search Optimization

github

Diagnose and fix slow Qdrant search performance.

Q

Qdrant Performance Optimization

github

Enhance the efficiency of your Qdrant deployment.

Next.js & React Performance Expert

vudovn

Optimize your React and Next.js applications effectively.

C

Content Hash File Cache Pattern

affaan-m

Efficiently cache file processing results using content hashes.

Flash Attention

nousresearch

Accelerate transformer training and inference significantly.

HuggingFace Accelerate

nousresearch

Simplify distributed PyTorch training with minimal code changes.

V3 MCP Optimization

ruvnet

Enhance your MCP server for faster performance.