/plushcap/analysis/monster-api/monster-api-blogs-learn-how-we-delivered-10m-tokens-per-hour-on-zephyr-7b-llm-using-monster-deploy

Learn how we delivered 10M tokens per hour on Zephyr 7B LLM using Monster Deploy

What's this blog post about?

Monster Deploy is a one-click solution for deploying large language models (LLMs) like Llama, Mistral, and Zephyr at an affordable cost. It enables developers to serve state-of-the-art LLMs on various GPUs with optimizations for cost reduction and maximum throughput. Monster Deploy offers a user-friendly experience with its intuitive UI and seamless deployment across high-performance GPUs. Benchmarking tests have demonstrated the efficiency of Monster Deploy, achieving a 100% success rate with an average response time (ART) of just 16ms while handling over 39,000 requests at a cost of $1.25/hr. The service supports a wide range of use cases and demonstrates flexibility in various scenarios, making it a game-changer for researchers and developers.

Company
Monster API

Date published
Dec. 3, 2023

Author(s)
MonsterAPI

Word count
1449

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.