Performance skills

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.

TensorRT-LLM

davila7

Optimize LLM inference for NVIDIA GPUs with TensorRT.

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.

Qdrant Search Optimization

github

Diagnose and fix slow Qdrant search performance.

Qdrant Memory Optimization

github

Diagnose and reduce Qdrant memory usage effectively.

Q

Qdrant Indexing Optimization

github

Improve Qdrant indexing and ingestion performance effectively.

Q

Qdrant Performance Optimization

github

Enhance the efficiency of your Qdrant deployment.

Debug Optimize LCP

chromedevtools

Optimize Largest Contentful Paint for faster page loads.

GAIA Architecture Comparison

ruvnet

Evaluate and improve GAIA benchmark harnesses effectively.

V3 Performance Optimization

ruvnet

Boost performance of claude-flow v3 significantly.

V3 MCP Optimization

ruvnet

Enhance your MCP server for faster performance.

Exploring APM Traces

posthog

Analyze distributed application performance with ease.

OpenClaw Test Performance

openclaw

Benchmark and optimize OpenClaw test runtime effectively.

A

Adaptive Tuning for NeMo Relay

nvidia

Optimize adaptive plugin behavior for NeMo Relay.

T

TP DP PP Communication Overlap

nvidia

Optimize Megatron-Bridge for efficient communication overlap.