Category: Local LLM
How to Run DeepSeek V4.1 Flash Locally (2026): GGUF Sizes, RAM Needed, llama.cpp and Engram SSD Offload
DeepSeek V4.1-Flash-1017 runs on 128 GB+ of memory thanks to Engram SSD offload. Every quant size, the hardware that fits, llama.cpp commands and settings.
TwIL-8B: Run webAI’s Small Maths and Code Reasoning Model Locally (Ollama, LM Studio, llama.cpp)
TwIL-8B is an 8.8B Granite-based reasoning model that rivals much bigger models on maths and code. Files, VRAM, Ollama and llama.cpp commands, settings and benchmarks.
RTX 3060 12GB for AI (2026): What It Runs, Real Speeds, Price and Is It Still Worth It
Is the RTX 3060 12GB still worth it for local AI in 2026? Real tokens per second, which LLMs and image models fit in 12 GB, November 2026…
NVIDIA DGX Spark for Local AI (2026): Price, 64 GB vs 128 GB, Real Speeds and Setup
Is the NVIDIA DGX Spark worth it for local AI in 2026? Specs, the $6,950 price and new 64 GB model, llama.cpp tokens per second, what fits in…
Arete-27B: Nous Research’s Qwen3.8 Fine-Tune Explained, Benchmarks and How to Run It Locally
Nous Research’s Arete-27B retrains Qwen3.8-27B to cut state propaganda from 22% to 0.9% (vendor-reported). Full numbers, caveats, GGUF sizes per GPU, Ollama, LM Studio and llama.cpp steps, settings…
How to Run Ollama in Docker With GPU (NVIDIA, AMD) + Open WebUI Compose (2026)
Run Ollama in Docker step by step: CPU, NVIDIA GPU with the Container Toolkit, AMD ROCm and Vulkan, Windows WSL2, a Docker Compose file with Open WebUI, env…
Qwen3.5-4B 3D Coder and GLB 3D Coder: Make 3D Scenes and Godot Game Assets Locally From a Prompt
Two Apache 2.0 Qwen3.5-4B fine-tunes write Three.js 3D scenes and exportable GLB game assets from a text prompt. Files, VRAM, Ollama, llama.cpp and LM Studio setup, the exact…
NVFP4 vs MXFP4 in llama.cpp: Which FP4 GGUF to Use on RTX 50, RTX 40 and Mac (2026)
NVFP4 and MXFP4 explained: specs, which GPUs run each, llama.cpp builds, benchmarks vs Q4_K_M, how to run and convert, Ollama and LM Studio status.
How to Run DeepSeek Locally (2026): Which Model Fits Your PC, Ollama, LM Studio and V4-Flash
Which DeepSeek can you really run at home? Hardware table from 8 GB GPUs to 128 GB RAM, Ollama and LM Studio steps, and the real V4-Flash in…
How to Run Whisper Locally (2026): faster-whisper, whisper.cpp and Buzz Step by Step
Transcribe audio free and offline with OpenAI Whisper. Step-by-step setup for Buzz, openai-whisper, faster-whisper and whisper.cpp, model sizes, speeds and fixes.