Lora

Although everyone has their own reasons for exploring a new hobby, one of the driving factors behind the popularity of Meshtastic and MeshCore has been the incredible accessibility offered by off-grid...

Documentation for Tinker, a training API for fine-tuning open-weight language models: SDK reference, cookbook guides, recipes, and tutorials.

What if we could share the same base model between policies, and just fine-tune different LoRA adapters in a single batch? This is cleaner and solves scalability: we can keep one base model, route tokens to different LoRA adapters, and have the training/i

Some projects seem too good to be true until you dig into it and find the secret magic that makes it all work. Take Paper Tunes by Makestreame, a project which purports to store a song on a single s...

LIA - an Open-Source, Off-Grid LoRa Pet Tracker (No Subscription, No Cloud): Most commercial pet trackers depend on a cellular subscription or a phone-tethered Bluetooth range of a few dozen meters. Lose signal, stop paying the bill, or wander somewhere o

Abstract page for arXiv paper 2607.21351: How Many Bits Can an Adapter Write? Measuring the Capacity and Memorization of Parameter-Efficient Fine-Tuning