LastMile AI stands at the forefront of generative AI development, offering a comprehensive platform that empowers developers to ship LLM (Large Language Model) applications with unparalleled confidence. This innovative platform is engineered to streamline the debugging, evaluation, and enhancement processes of AI applications, ensuring they meet the highest standards of performance and reliability.
At the heart of LastMile AI's offerings is AutoEval, a cutting-edge feature that allows for the fine-tuning of custom evaluator models tailored to specific evaluation criteria. This process begins with the upload of application data, including input/output trace data, followed by LLM judge labeling, and culminates in the fine-tuning of evaluation models. AutoEval is equipped with a suite of evaluation metrics designed for RAG (Retrieval-Augmented Generation) and multi-agent AI applications, alongside a fine-tuning service that enables the creation of bespoke evaluators.
LastMile AI also introduces alBERTa, a powerful yet compact language model with 400M parameters, optimized for evaluation tasks. alBERTa's design ensures fast inference times of less than 300ms, efficient operation on CPU, and the flexibility to be fine-tuned for custom evaluation tasks. This model exemplifies LastMile AI's commitment to making GenAI development more of a science than an art.
Real-time guardrails represent another cornerstone of the LastMile AI platform, functioning as swift online evaluators integrated into the application runtime. These guardrails provide immediate checks on hallucinations, toxicity, safety, and custom criteria, thereby enhancing the security and integrity of AI applications.
Security and privacy are paramount at LastMile AI, with the platform offering the option to deploy within your VPC (Virtual Private Cloud), ensuring complete control over your data plane. This approach underscores LastMile AI's dedication to providing a secure, private, and efficient environment for AI development.
Join the mission to revolutionize AI development with LastMile AI, where innovation meets practicality, and discover the potential of specialized small language models for discrete tasks. With LastMile AI, developers gain access to a suite of tools designed to personalize, fine-tune, and efficiently run AI models on their own infrastructure, all while maintaining the highest standards of security and privacy.
