Best model adaptation tools in 2025

Cerebras

Advanced computing for AI-driven tasks and data processing.

Caret

A comprehensive framework for predictive modeling in R.

Google Prediction API

AI model development and deployment for improved operations.

Atomic Fusion

Pre-made components and templates for quick app development.

GPT Quickbar

Integrate AI functionality directly into your desktop experience.

GPTEngineer

Generate code snippets effortlessly with a command-line interface.

Biggles

Voice and text coding assistant for efficient programming.

Megatron LM

Advanced framework for training large transformer models efficiently.

Salad

Distributed GPU cloud for efficient AI computing.

Dolly

Generate text efficiently for various applications.

Ray

Framework for distributing machine learning workloads easily.

OmniInfer

Fast and reliable access to scalable AI model deployment.

Prompts

Track and visualize machine learning experiments seamlessly.

Ultraswap AI

Streamlined resource for discovering and managing AI tools.

GPUX.AI

Rapidly deploy and manage AI models without server hassles.

Cerbrec Graphbook

Visual tool for designing custom AI systems without coding.

Openfabric AI

Decentralized network for building collaborative AI applications.

AIDE by Weco

Automates and enhances machine learning processes for teams.

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

Caffee

Framework for building deep learning models efficiently.

DotData

Automates data analysis and feature engineering for insightful decisions.

Featureform

Centralized feature management for data science teams.

H2O AutoML

Automated machine learning for faster and easier model training.

WisBot

Automated assistant for data analysis and machine learning tasks.

Google Deep Learning Containers

Pre-packaged environments for efficient machine learning model deployment.