ai-toolsUpdated
VLLM vs LM Studio vs Ollama: Windows 11 Benchmarks (2026)
vLLM vs LM Studio vs Ollama benchmarked on Windows 11 WSL2. Real tokens/sec, VRAM footprint, and PagedAttention tests on RTX 4090 and RTX 4060 GPUs.
13m read
#local-ai
6 articles
ai-automationUpdated
FP8 KV Cache in Ollama & vLLM: 3 Tested Steps (2026)
Cut local LLM attention memory in half. Learn the exact FP8 KV-cache flags, vLLM settings, and Ollama configs to run 128K context on 24GB GPUs.
7m read
ai-workflowsUpdated
Hybrid AI: DeepSeek API + Local Ollama Routing (8GB VRAM)
How our team routes developer workloads between cloud DeepSeek API and local Ollama on 8GB-16GB GPUs for low-latency coding and zero-leakage log analysis.
9m read
it-operationsUpdated
RAG Pipeline with Open-WebUI & Ollama: 3 Setup Steps (2026)
Deploy private local RAG with Open-WebUI, Ollama, and ChromaDB. Step-by-step setup guide with Qwen 2.5 benchmarks, Docker compose, and GPU memory sizing.
6m read
ai-workflowsUpdated
Run Local AI Models on Windows 11: 3 Proven Steps (2026)
Run Microsoft Phi-4 and DeepSeek-R1 natively on Windows 11. Complete hardware sizing, Ollama command runbook, and GPU offloading benchmark data.
7m read
ai-automationUpdated
How to Install Fooocus Locally on Windows: 3 Steps (2026)
Set up Fooocus locally on Windows 11 with NVIDIA GPUs. Step-by-step install, low-VRAM flags (4GB/6GB/8GB), FLUX models, and 127.0.0.1:7865 launch guide.
8m read