Introducing PorTAL: Portable Task Adapters for LLMs. A novel recipe to cheaply port fine-tuning between models. It matches per task LoRA accuracy at half the cost, lowering the switching overhead of adapting tasks across LLMs. At Ramp, every new model release used to mean retrai…↗

MetaClaw is a Python framework for building an AI agent that learns continuously and evolves over time using techniques like fine-tuning/LoRA and online/continual learning.↗