vLLM: AI Server with 3.5x Higher Throughput
In this video, we dive into the world of hosting large language models (LLMs) using VLLM , focusing on how to effectively utilise GPU power for high-throughput and parallel processing. 🌐💻
Whether you're wondering why VLLM is essential for hosting LLMs or how it compares to alternatives like Llama File and OL Llama, this video covers it all. We'll walk you through:
Why Choose VLLM? – Discover the benefits of VLLM for GPU-hosted LLMs.
Installation Guide – Learn how to set up VLLM on your machine, step-by-step.
Model Integration – Understand how to integrate VLLM with your own applications using OpenAI-compatible APIs.
Comparison with LlamaFile & Ollama – Learn the key differences to help you choose the right solution.
By the end of this tutorial, you'll be ready to host your own AI models with ease, leveraging the power of GPUs for faster and more efficient processing.
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Tags:
#AIHosting #LargeLanguageModels #gpu
Timestamps:
0:00 - Introduction to VLLM and Its Benefits
1:19 - Key Differences
2:24 - Installation Guide: Setting Up VLLM
3:51 - Integrating VLLM with Your Application
5:32 - Final Thoughts
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