Nondeterminism in LLMs refers to the unpredictability or variability of outputs even when the same input is provided. This is ...
The report titled "Defeating Nondeterminism in LLM Inference" points out that even when the temperature parameter is set to 0, traditional large language models still produce different outputs for the ...
The companies that thrive will be those that accept this tradeoff and put leaders in place to manage it. The chief probabilist officer is that leader. They help organizations navigate complexity, ...
8d
Thinking Machines Lab Breaks AI Randomness, Achieves 100% Consistent Output in Large Language Models
For a long time, AI models have often produced different outputs when processing the same input due to randomness, especially when the temperature parameter is set to 0. The research team at Thinking ...
Mira Murati’s new company, Thinking Machines, solved a major AI problem: nondeterministic LLM outputs. By creating batch-invariant kernels for key operations, they ensure identical responses at ...
Expertise from Forbes Councils members, operated under license. Opinions expressed are those of the author. Especially when it comes to manufacturing, problem-solving is an art. Every day, companies ...
Some results have been hidden because they may be inaccessible to you
Show inaccessible results
Feedback