TLM solves the biggest problem with productionizing GenAI: reliability/hallucinations. Get more accurate outputs than GPT-4, along with trustworthiness scores. Enabling reliable LLM applications like text generation, data enrichment, and RAG at scale.

cleanlab is an open-source framework for machine learning and analytics with messy, real-world data. Based on research from MIT, cleanlab identifies errors in datasets, trains reliable models with noisy data, and more... each with just a few lines of code.

One line of open-source code datalab.find_issues() automatically detects all sorts of common real-world issues in your data including label errors, outliers, (near) duplicates, drift, etc.