Performance skills

C

Claude Monitor

sickn33

Diagnose performance issues with Claude Code and local systems.

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.

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.

Exploring APM Traces

posthog

Analyze distributed application performance with ease.

TensorRT-LLM

nousresearch

Optimize LLM inference for NVIDIA GPUs.

Flash Attention

nousresearch

Accelerate transformer training and inference significantly.

HuggingFace Accelerate

nousresearch

Simplify distributed PyTorch training with minimal code changes.

Mem0 Stats

mem0ai

Monitor memory usage and performance metrics for your projects.

Performance Profiler

alirezarezvani

Optimize your applications with systematic performance profiling.

Cosmos Policy Evaluation

orchestra-research

Evaluate NVIDIA Cosmos Policy in simulation environments.

Performance Profiling

davila7

Measure, analyze, and optimize your web performance.