Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
gbOS86: Googlebook OS on ordinary Intel laptops (6th gen+): CPU-instruction emulation, patched libs, boot-time hardware detection, live/installer USB.
Browse any photo on your laptop, with semantic & visual search. Runs fully locally.
Automatic CPU speed & power optimizer for Linux
Linux daemon for Intel CPU power limits and firmware-induced throttling.
One CLI for all your robots. Connect them, command them, and let them work together, each with an LLM for a brain (Claude, OpenAI, Gemini, Grok, or local via Ollama or vLLM), VLAs for arms and decision LLMs (Jev, Laya, Kev). Drives Microduck, Open Duck Mini, LeRobot, XLeRobot, AlohaMini, ToddlerBot, or any ROS 2 base from a laptop, offboard.
One command turns a DGX Spark or ASUS Ascent GX10 into a private AI server: seven measured, pinned AI lanes (text up to 1M tokens, images, video with sound), run from a local cockpit on a laptop or a phone. Nothing leaves the box.
Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop β all through one unified, production-ready inference API.
Continual learning model trained from scratch on 8GB VRAM laptop with batch-1 stream of data.
250M parameter language model. 100M-token offline context. 60 MB deployment, 400 tok/s on a laptop CPU.
built around a 2.5B math model that fits on one GPU or a laptop.
Browser control for Blackmagic ATEM switchers. Run the server on a Mac, Windows PC or Linux box; control your switchers from any browser on the network β desktop, laptop, tablet or phone.
Lightweight face recognition template with Jarvis-style overlay β pure OpenCV (Haar + LBPH), runs on any laptop
Unofficial study: Jev-style parallel typed decisions on stock 1.5B-8B models on an Apple Silicon laptop. Benchmarks, research notes, and a Hugging Face Space demo.