Fine-tuning Liquid d1 decision models on screenshots: 51% to 96% accuracy in ~20 minutes

helloiamleonie · x · 2026-10-30

Chris Levy extended Leonie's text-only recipe for fine-tuning Liquid d1 decision models to image inputs. Task: given a website screenshot, a task and candidate page elements, pick the next element to interact with (web-agent decisions), trained on Multimodal-Mind2Web (4,574 examples, dataset on Hugging Face). One epoch on a single RTX PRO 6000 via Modal:

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