Capsa converts arbitrary LLMs into variants able to provide token-level uncertainty values at inference time.
See how this information relates to accuracy and hallucinations in this quick demonstration.
More information: arxiv.org/abs/2311.15451
Full video:…
Detect failures and train your AI model to quickly overcome them with Capsa.
Quickly surpass state-of-the-art performance on any AI model — even on the most challenging edge-cases during deployment.
Watch a full demo of Capsa — from MNIST, to LLMs — here:…
Make any self-driving car know what it doesn’t know with Capsa.
Detect AV failures in real-time, before they happen
Discover incorrect data, quickly build cleaner datasets
Improve model reliability + build safer vehicles
Full video: youtube.com/watch?v=MxhJLm…
Detect and eliminate LLM hallucinations with Capsa.
Transform any multi-billion parameter LLM into an uncertainty-aware variant within a matter of seconds.
More information: arxiv.org/abs/2311.15451
Full video: youtube.com/watch?v=MxhJLm…
Capsa makes any AI model aware of what it doesn't know in a matter of seconds.
Detect failures and improve model reliability with an industry-leading level of generality — across any model, data, or task.
Watch how it's used for MNIST, AVs, and LLMs: youtube.com/watch?v=MxhJLm…
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