Best ai evaluation methods tools in 2025

Llama.cpp

Efficient inference engine for C and C++ language models.

BenchLLM

Evaluate AI applications with comprehensive testing tools.

Llama2 by Meta

Open-source AI models for diverse applications and easy deployment.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

Exllama

Memory-efficient model for AI applications with quantized weights.

Banana

Efficient GPU resource management for AI model deployment.

Helicone

Monitor and debug large language model applications in real-time.

COG

Streamlined deployment of machine learning models across environments.

RLLab

Framework for building and testing reinforcement learning algorithms.

PyTorch

Framework for building dynamic neural networks and computations.

Syntiant

Advanced edge AI technology for smarter devices.