Local AI Models
Projects that run large language models on laptops and workstations rather than cloud services, with the setup, configuration and measured performance for each.
Local AI Models
Your Voice
A browser application that gives a local language model examples of how you write, a brief for the piece you need, and a workspace where you refine the result together.
Local AI Models
Bug Hunt Benchmark
A browser application that downloads models from the Hugging Face Hub, serves them with local runtimes, and scores how well each model finds and fixes deliberate defects in small projects.
Local AI Models
Qwen3.8 Claude Code
Qwen3.8-27B served locally with llama.cpp at 4-bit and 1-bit, benchmarked with and without MTP speculative decoding, and connected to Claude Code through LiteLLM.
Local AI Models
Muse-Glimmer-30B Claude Code
Muse-Glimmer-30B served locally with llama.cpp on an M4 Max, benchmarked with and without dflash speculative decoding, and connected to Claude Code through LiteLLM.
Local AI Models
MoE on Arc
A benchmark harness that measures accuracy and throughput together, with a verified configuration for Qwen3.6-35B-A3B on an Intel Arc 140V integrated GPU through OpenVINO Model Server.
Let us build your future
Bring us a plan or just an idea. We will arrange a discovery meeting with you to go through it.