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opendilab/LightZero

A powerful benchmark for Monte Carlo Tree Search in sequential decision-making scenarios.

1.5K
Active
Python
Reinforcement Learning
Testing
PyTorch
#mcts#reinforcement-learning#monte-carlo-tree-search

mlcommons/inference

A reference implementation of MLPerf inference benchmarks for machine learning performance testing.

1.5K
Active
Python
Inference
Testing
Python
#benchmark#machine-learning#performance-testing

CLUEbenchmark/CLUENER2020

CLUENER2020 is a Chinese fine-grained named entity recognition dataset and benchmark for AI-powered NLP development.

1.5K
Archived
Python
Fine-tuning
Databases
Python
#chinese-ner#named-entity-recognition#seq2seq

Vchitect/VBench

An open-source benchmarking tool for evaluating video generation models.

1.5K
Active
Python
React
#authentication#benchmarking#evaluation

gradle/gradle-profiler

A tool for gathering profiling and benchmarking information for Gradle builds

1.5K
Active
Java
Gradle-bt-core-execution
React
#benchmarking#profiling#Gradle

bencheeorg/benchee

Benchee is an easy and extensible benchmarking library for Elixir, providing detailed performance statistics.

1.5K
Stable
Elixir
Testing
API Frameworks
#benchmarking#microbenchmarks#extensible

mbzuai-oryx/Video-ChatGPT

A video conversation model that combines LLM capabilities with pretrained visual encoders for video-based chatbots.

1.5K
Experimental
Python
LLM Frameworks
Computer Vision
PyTorch
#chatbot#video-conversation#vision-language

Intel-bigdata/HiBench

HiBench is a big data benchmark suite for evaluating the performance of different big data frameworks.

1.5K
Stable
Java
Benchmark
#big-data#benchmark#hadoop

cheind/py-motmetrics

A Python library for benchmarking multiple object trackers (MOT) that can be used in computer vision applications.

1.5K
Experimental
Python
Computer Vision
Testing
#benchmark#object-detection#object-tracking

OpenGenerativeAI/llm-colosseum

A Jupyter Notebook-based benchmark for evaluating the quality of large language models by having them play Street Fighter 3.

1.5K
Experimental
Jupyter Notebook
LLM Frameworks
#benchmark#generative-ai#llm

timescale/tsbs

A tool for comparing and evaluating databases for time series data.

1.4K
Archived
Go
Databases
Benchmarking
#time-series#benchmarking#database-comparison

openai/SWELancer-Benchmark

This repository contains a dataset and code for a study on using large language models for freelance software engineering.

1.4K
Experimental
LLM Frameworks
Tutorials & Courses
None
#llm#freelance#software-engineering

joedicastro/vps-comparison

A tool that allows developers to compare and benchmark different VPS providers using Ansible, focusing on transparency and reproducibility.

1.4K
Archived
Python
Containerization
Infrastructure as Code
#cloud#hosting#comparison

kdlucas/byte-unixbench

A Unix benchmark tool for developers to evaluate system performance.

1.4K
Experimental
C
CLI Tools
API Frameworks
#system-performance#benchmarking#command-line

KaiyangZhou/Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

1.4K
Archived
Python
Computer Vision
Machine Learning
PyTorch
#computer-vision#deep-learning#domain-adaptation

ionelmc/pytest-benchmark

A pytest fixture for benchmarking Python code performance.

1.4K
Stable
Python
Testing
API Frameworks
pytest
#benchmark#benchmarking#performance

advboxes/AdvBox

A toolbox to generate adversarial examples that fool neural networks in various ML frameworks.

1.4K
Archived
Jupyter Notebook
Security
Testing
#adversarial-attacks#adversarial-examples#deep-learning

open-mmlab/mmhuman3d

An OpenMMLab toolkit for 3D human parametric model development and benchmarking.

1.4K
Archived
Python
Computer Vision
API Frameworks
Python
#computer-vision#3d-modeling#machine-learning

BorealisAI/advertorch

A toolbox for adversarial robustness research, focused on building more secure machine learning models.

1.4K
Archived
Jupyter Notebook
Adversarial Attacks
Robustness
PyTorch
#adversarial-attacks#adversarial-examples#machine-learning-security

nvzqz/divan

Fast and simple benchmarking for Rust projects.

1.4K
Experimental
Rust
CLI Tools
API Frameworks
Rust
#benchmark#performance#rust
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