DevOps + LLM +AI Project w/ Docker, Kubernetes, vLLM | Resume Project for Beginners Vishakha Sadhwani
13.8K views · 526 likes · 3 months ago
Learn vLLM — Free Video Roadmap
A step-by-step path through the best free vLLM videos on YouTube — beginner to advanced, in the order that actually makes sense. YouTube channels teaching vLLM, the high-throughput LLM inference and serving engine. Learn PagedAttention, serving open-weight models efficiently, batching, and deploying production LLM endpoints.
To learn vLLM in 2026, follow this order: start with a beginner crash course, then a full course, then advanced deep dives. This roadmap sequences 21 of the best free YouTube videos — beginning with "DevOps + LLM +AI Project w/ Docker, Kubernetes, vLLM | Resume Project for Beginners" by Vishakha Sadhwani (13,841 views).
Explore vLLM
Step 1
Start Here
Beginner-friendly vLLM intros and crash courses
54:14 vLLM - 01. Introduction : C'est quoi ? (modèles, inférences, cache) xavki
4.5K views · 142 likes · 2 months ago
13:09 
8:35 
1:19 How vLLM Achieves 23x Throughput #vllm #beginners #tutorial The Explainer
59 views · 2 likes · 1 month ago
Step 2
Core Skills
Full courses and comprehensive vLLM tutorials
51:00 
1:26:35 End to End Production-Grade LLM Serving with vLLM on Azure AKS | Terraform + NVIDIA GPU Operator Sunny Savita
6K views · 226 likes · 1 month ago
44:31 Running a High Throughput OpenAI-Compatible vLLM Inference Server on Modal Modal
4.6K views · 97 likes · 2 years ago
1:22:57 AI Agent Inference Performance Optimizations + vLLM vs. SGLang vs. TensorRT w/ Charles Frye (Modal) AI Performance Engineering
2.6K views · 62 likes · 1 year ago
36:27 
1:41:39 Step 3
Advanced & Deep Dives
Go deeper into vLLM internals and real-world use
2:12 Optimize, deploy, and benchmark an open-source LLM with vLLM DeepLearningAI
7.8K views · 143 likes · 3 months ago
29:33 vLLM Deep Dive for MLOps & LLMOps | Real-World Production Explanation I'am Rajinikanth Vadla
6.4K views · 20 likes · 8 months ago
23:55 Gemma 4 Deep Dive: Local LLM with Ollama, vLLM & llama.cpp Kubesimplify
1.8K views · 43 likes · 4 months ago
1:21:42 Serve LLMs at Scale: vLLM + Ray Serve + KubeRay Explained | Class 41 I'am Rajinikanth Vadla
921 views · 18 likes · 5 months ago
9:23 vLLM Tutorial: From Zero to First Pull Request | Optimized AI Conference Optimized AI Conference
291 views · 9 likes · 1 year ago
Step 4
Stay Current
The freshest vLLM videos from the last 6 months
10:36 Llama.cpp vs vLLM: Which Local LLM Engine Actually Scales? IBM Technology
66.3K views · 2.2K likes · 2 months ago
2:29 
11:06 How to Self-Host an LLM: Local AI Inference with vLLM IBM Developer
10.5K views · 147 likes · 6 days ago
18:06 Two Bugs That Hid in Plain Sight: A vLLM Debugging Detective Story — Asaf Gardin & Yuval Belfer AI Engineer
5.3K views · 16 likes · 9 days ago
1:06 vLLM explained in 60 seconds #ai #llm #aiagents #aiinfrastructure Nikhil - AI & Machine Learning
5K views · 390 likes · 1 month ago