TutorialsA no-nonsense tutorial on running DeepSeek V4.1-Flash — a 552B-parameter multimodal MoE — on your own hardware, with real VRAM math, quantization tradeoffs, and honest benchmark takeaways.
TutorialsA practical walkthrough for running Qwen 3.8-27B on your own hardware, with VRAM math, quantization tradeoffs, and real throughput numbers...
TutorialsA no-fluff walkthrough for installing Ollama on Mac, Windows, or Linux and running open models like Llama 3.3 and DeepSeek V3 completely...
ComparisonsA practical comparison of local LLMs versus cloud APIs from OpenAI, Anthropic, and Google—covering real-world costs, privacy trade-offs,...
TutorialsA practical guide to running Mistral Large 3 on your own server hardware. VRAM math for the 675B MoE, vLLM setup, and what to expect from...
TutorialsA practical tutorial for running Qwen 3.6-27B on your own GPU. Includes AWQ setup, vLLM serving, real tokens-per-second benchmarks, and the...
TutorialsA practical walkthrough for getting DeepSeek V4 Pro running on your own hardware, from picking the right GPU tier to squeezing real...
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