> Fast inference refers to the process of rapidly generating outputs from a trained artificial intelligence model, particularly large language models (LLMs), in response to input data. It is critical for real-time applications such as chatbots, virtual assistants, and interactive tools, where low latency and high responsiveness are essential for a positive user experience.
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> The speed of inference is measured by metrics like Time To First Token (TTFT), which quantifies the time taken to produce the first output token after receiving a prompt, and overall inference speed in TTM (Tokens Per Minute), which measures how quickly the model processes input and generates a complete response.
see
- https://www.cerebras.ai/
- raised $1.1B @ $8.1B
- https://www.cerebras.ai/press-release/series-g
- https://groq.com/
- https://sambanova.ai/
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