DevOps + LLM +AI Project w/ Docker, Kubernetes, vLLM | Resume Project for Beginners Vishakha Sadhwani
11K views · 428 likes · 1 month 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 20 of the best free YouTube videos — beginning with "DevOps + LLM +AI Project w/ Docker, Kubernetes, vLLM | Resume Project for Beginners" by Vishakha Sadhwani (10,954 views).
Explore vLLM
Step 1
Start Here
Beginner-friendly vLLM intros and crash courses
13:09 
8:35 
54:14 vLLM - 01. Introduction : C'est quoi ? (modèles, inférences, cache) xavki
1.2K views · 50 likes · 1 month ago
Step 2
Core Skills
Full courses and comprehensive vLLM tutorials
44:31 Running a High Throughput OpenAI-Compatible vLLM Inference Server on Modal Modal
4.3K views · 95 likes · 2 years ago
1:22:57 AI Agent Inference Performance Optimizations + vLLM vs. SGLang vs. TensorRT w/ Charles Frye (Modal) AI Performance Engineering
2.5K views · 58 likes · 1 year ago
1:26:35 End to End Production-Grade LLM Serving with vLLM on Azure AKS | Terraform + NVIDIA GPU Operator Sunny Savita
2.4K views · 130 likes · 7 days ago
1:41:39 
1:14:27 AIOps End-to-End Production Project | LLMOps, vLLM, Ollama, Grafana, Prometheus | Telugu | Codenetra codenetra
1.3K views · 41 likes · 3 months ago
6:48 Install vLLM on RTX 5060 Ti (16GB) & RTX 5070 / 5080 / 5090 GPUs | Complete Guide roseindiatutorials
816 views · 7 likes · 4 months ago
Step 3
Advanced & Deep Dives
Go deeper into vLLM internals and real-world use
29:33 vLLM Deep Dive for MLOps & LLMOps | Real-World Production Explanation I'am Rajinikanth Vadla
6.1K views · 16 likes · 7 months ago
2:12 Optimize, deploy, and benchmark an open-source LLM with vLLM DeepLearningAI
1.3K views · 54 likes · 2 months ago
1:21:42 Serve LLMs at Scale: vLLM + Ray Serve + KubeRay Explained | Class 41 I'am Rajinikanth Vadla
581 views · 14 likes · 4 months ago
23:55 Gemma 4 Deep Dive: Local LLM with Ollama, vLLM & llama.cpp Kubesimplify
345 views · 14 likes · 2 months ago
9:23 vLLM Tutorial: From Zero to First Pull Request | Optimized AI Conference Optimized AI Conference
277 views · 9 likes · 10 months 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
17.9K views · 893 likes · 17 days ago
14:16 Trending Open-Source Github Projects: MoneyPrinterV2, vllm-omni, Unsloth, OpenGauss & RCLI #242 ManuAGI - AutoGPT Tutorials
4.7K views · 99 likes · 4 months ago
8:27 600 Toks/Second Gemma4-26B —The Setting That Actually Wins (vLLM + Dflash Speculative Decoding) Tech-Practice
4.2K views · 96 likes · 3 months ago
20:12 Ollama, MLX, llama.cpp oder vLLM? So wählst du den Motor für DEINE KI! Giorgi Lomidze | Souveräne KI
4.2K views · 206 likes · 3 months ago
10:33 Mellum2: JetBrains' New Coding Model - vLLM + MCP Tool Use Locally Fahd Mirza
3.4K views · 98 likes · 2 months ago