TLM

About the application TLM

Trustworthy Language Model (TLM) is a revolutionary tool powered by Cleanlab. It's designed to add a trustworthiness score to every Large Language Model (LLM) response, letting you know which outputs are reliable and which ones need extra scrutiny.

Background and Development

TLM is a product of extensive research and development by Cleanlab. It's designed to address the problem of 'hallucinations' often produced by LLMs, which generate incorrect or nonsensical answers that can undermine your business.

Core Features and Capabilities

TLM comes with trustworthiness scores for each response, higher accuracy than other LLMs like GPT-3.5 and GPT-4, and a scalable API designed to handle large datasets. It's suitable for most enterprise applications, including data enrichment, extraction, and validation.

User Experience

TLM offers a user-friendly interface with a simple 'Ask a question' prompt to get started. It also provides sample use cases and prompts for guidance.

Applications and Use Cases

TLM can be used for chatbots, auto-labeling, data extraction, source identification, and retrieval-augmented generation. It's designed to tell you which LLM API outputs you can use directly and which ones you should escalate for human review based on the trustworthiness score for each output.

Impact and Future Outlook

TLM can be integrated into your existing LLM-based workflows to improve accuracy and reliability. With a trustworthiness score for each response, you can manage the risks of LLM hallucinations and avoid costly errors. It's free to try, with no credit card required.