MosaicML

MosaicML, now combined with Databricks, is a powerful generative AI platform that makes it easy to train and deploy large language models (LLMs) effectively and efficiently.

MosaicML is designed to streamline the process of developing AI models, perfect for users who want a straightforward experience. With a range of open-source and commercially licensed models available, like MPT-7B and MPT-30B, integrating these models into your applications is a breeze.

The platform provides specialized tools such as MosaicML Inference, which ensures secure deployment, and MosaicML Training for either pretraining or fine-tuning models tailored to your needs. Plus, its large model stack simplifies the training and deployment process, making scalability a walk in the park.

When it comes to data privacy and security, MosaicML really stands out. The platform offers enterprise-grade protection and ensures that you have full ownership of the models you create. You can train your models on any cloud platform and switch between them effortlessly, giving you ultimate flexibility.

MosaicML values transparency, allowing you to own the models built on your data. This means you can delve into how your models operate, leading to better insights and explanations of their decisions. It's built to work well with existing systems, making it cloud-agnostic and reliable for enterprise-level use.

With its efficiency optimizations, MosaicML helps you work faster and tackle various engineering, systems, and research challenges. The modular training stack is another great perk, letting you select and adjust components based on what works best for you.

Backed by a dedicated research team and trusted by machine learning experts, MosaicML has a proven track record. One notable example is its successful training of the Ghostwriter 2.7B LLM designed for code generation. The platform’s collaboration with Databricks and its positive recognition in the AI community through media coverage and user testimonials make it a standout choice for anyone looking to advance in the world of AI.