Model training and deployment

Radal is a no-code platform that fine-tunes small language models using your own data, for startups, researchers, and enterprises that need custom AI without the complexity of MLOps. Its main advantage is that it enables users to quickly train and deploy custom language models, lowering the technical threshold and saving time and costs.

Modihand is a platform for training your own large text model. No professional knowledge is required. You only need to prepare training data to train your own large text model. It has built-in most open source models on the market, supports a variety of fine-tuning training methods, is cost-effective, independently deployable, supports inference API, and provides more problem-solving support.

H2O Driverless AI can significantly improve the work efficiency of data science teams by automating key machine learning tasks such as feature engineering, model development, parameter adjustment, and interpretation. It provides enterprises in various industries with a scalable and customizable data science platform that can respond to a variety of different business needs.

Supervised AI is a no-code AI development platform that helps users build supervised learning models. Utilize OpenAI's GPT engine and combine user data to build a highly accurate AI model. Users can use Supervised API to integrate AI models anywhere.

xTuring is an open source artificial intelligence personalization software. xTuring facilitates personalizing LLMs for your data and applications by providing a simple interface. xTuring provides tools for fine-tuning LLMs using different methods, generating datasets from data sources, and evaluating modified models. The advantages of xTuring are its simplicity and ease of use, high computational and memory efficiency, and flexibility and customization. xTuring can be installed via pip.

Encord is software that helps you safely develop, test, and deploy predictive and generative artificial intelligence systems at scale. Build intelligent applications with your data and unlock the value of machine learning. Encord Data Engine helps you validate and debug models, create training and validation data, and optimize the performance of underlying models. Encord Annotate is an easy-to-use platform that helps you create high-quality training data and accelerate model deployment. Encord Active provides data-driven insights to help improve model quality and quickly diagnose issues. Encord Accelerate provides high-quality, professional annotation services on demand.

Supervised AI is a no-code AI development platform that leverages OpenAI’s GPT engine to build supervised large-scale language models powered by your own data. You can use our custom models and data sources to build powerful and scalable AI with high accuracy and rapid development. At the same time, you can also use Supervised API to integrate your AI model anywhere.

Predibase is a low-code AI platform for developers that can quickly train, fine-tune, and deploy any model, from linear regression to large language models, in a few lines of configuration. It is the first low-code AI platform built for developers, helping you deliver value faster by using your data and scalable infrastructure, along with pre-trained models.