Cyber-Prime 1.1 is a specialized 2.6-billion-parameter language model developed by security researcher Akahsizrr. Built directly on Liquid…
Local LLMs & Homelabs
10 Articles in this Category
Running open-weights without cloud APIs: VRAM sizing, Ollama, vLLM, GGUF/EXL2 quantization, and Apple Silicon unified memory.
Apple’s M5 Ultra Mac Studio introduces a quad-die silicon packaging topology delivering 1.2 TB/s of unified memory…
Google Antigravity SDK now runs local models offline. Use this interactive CLI trick to run Ollama, LM Studio, or Gemma 4 LiteRT on your local machine.
Break free from cloud filters. Discover the 5 best uncensored AI image models to run locally in 2026—from FLUX.1 to Qwen 2.1 and Chroma. Full VRAM benchmarks.
Needle 3 delivers 86% tool accuracy in an 8MB–29MB binary at 4,000 tok/sec. Cactus Compute’s laddered architecture replaces generative chat with edge automation.
ConvAI Innovations’ 0.4B non-autoregressive decision model Laya hit #1 trending on Hugging Face in 48 hours, matching Jev’s sub-35ms speed under Apache 2.0.
Deploy DiffusionGemma-Jev on Cloud Run with one command. Single-step latency: 35–60ms. Batch@32 throughput: 100–123 req/sec. Costs ~$3/hr active, $0 idle.
Quick Answer · Featured Snippet Target What is PrismML Ternary Bonsai 2 27B? It is a 1.76-bit…
For three years, the undisputed gospel of the homelab AI community was brutally simple: buy a used…
Can Apple’s M5 Ultra Mac Studio run DeepSeek V4 Flash locally? We explain memory, quantization, runtimes, speed limits, pricing and who should buy.