If you're looking for another Numenta alternative, ThirdAI is worth a look. It's a platform for creating large language models (LLMs) and other AI technology that doesn't require hardware acceleration with graphics processing units. It includes tools for document intelligence, customer experience and generative AI for summarizing documents. The platform scores well on benchmark tests and is designed to be easily integrated into existing workflows with a simple interface and tiered pricing.
Another good option is Cerebras, which offers AI supercomputers, model services and cloud services to accelerate large language model development. The platform is based on the wafer-scale engine (WSE-3) processor, which boasts 900,000 AI processing cores for top performance. Cerebras supports custom generative AI work, fast model training and a variety of pricing options depending on the needs and budget of your project.
For a more complete solution, LastMile AI offers a full-stack developer platform to help engineers productionize generative AI applications. That includes features like Auto-Eval for automated hallucination detection, RAG Debugger for performance optimization and Consult AI Expert for model evaluation support. The platform supports multiple AI models for text, image and audio modalities and comes with a notebook-inspired environment for prototyping and app development.
Last, Keywords AI offers a unified DevOps platform for building, deploying and monitoring LLM-based AI applications. It offers a single API endpoint for multiple models, can handle high-concurrent calls and integrates with OpenAI APIs. The platform also includes tools for prompt management, performance monitoring and data collection, making it a good option for AI startups that want to focus on products, not infrastructure.