Best model deployment automation tools in 2025

Exllama

Memory-efficient model for AI applications with quantized weights.

LLM Token Counter

Count tokens efficiently for language model prompts.

liteLLM

Access over 100 language models with ease and reliability.

Modelbit

Infrastructure-as-code for deploying machine learning models.

Kallo

AI-powered chat for seamless team collaboration and insights.

InterpretML

Visualize and analyze machine learning model behavior and predictions.

Ray

Framework for distributing machine learning workloads easily.

Monitaur

Streamlined AI governance for ethical and compliant model management.