DeepSeek-R1 Local Deployment Complete Guide: Running Reasoning Models on 4GB VRAM GPUs
From 1.5B to 32B, DeepSeek-R1 local deployment hardware requirements, Ollama and llama.cpp practical guide, and feasible solutions under 4GB VRAM.
Local Deployment
Local LLM Deployment in Production: Ollama, vLLM and llama.cpp Real-World Latency, Throughput and Cost Guide for 2026
Deploying local LLMs in production? We tested Ollama, vLLM and llama.cpp across CPU, consumer GPU and datacenter GPU hardware for latency, throughput, memory and operating cost.