Cerebras Explains | What Are Tokens per Second?

What are Tokens per Second (TPS)? 🧠 How it works:Tokens per second (TPS) measures the output generation speed of Large Language Models (LLMs). A token represents a piece of a word (roughly 4 characters or 0.75 words), and TPS tracks how quickly a model can process, generate, and stream these tokens back in real time. 🚀 Why speed matters:High tokens-per-second performance is critical for delivering low-latency, real-time user experiences—such as interactive AI agents, live coding assistants, and conversational search. By dramatically boosting TPS, applications eliminate generation bottlenecks, enabling richer reasoning loops and instant, responsive interactions at scale. 🔔 Subscribe to Cerebras for more deep dives in our "What Is..." AI series! 👉 https://www.youtube.com/@CerebrasSystems?sub_confirmation=1 🔗 Learn more at: https://www.cerebras.ai/glossary/what-are-tokens-per-second 💬 What AI topic or developer tool should we break down next? Let us know in the comments! 👇 #Cerebras #TokensPerSecond #TPS #AI #AIInference #ArtificialIntelligence #MachineLearning #LLM #SoftwareEngineering #TechExplainer #Shorts