The first PaliGemma shipped 54 checkpoints so anyone could recheck its scores. The second claims state of the art in five new fields and shipped two
Published: 9/17/2026 · Source: Google — PaliGemma repositories on Hugging Face and the technical report (arXiv 2412.03555) ↗
When Google published PaliGemma in May 2024, it did something almost nobody else does: alongside the base weights it released fifty-four separate fine-tuned checkpoints, one per benchmark — COCO captioning, DocVQA, TextVQA, ScienceQA, remote-sensing question answering, screen description, segmentation. The technical report evaluated the model on nearly forty tasks, and anyone who doubted a number could download the exact weights that produced it and rerun the test.
PaliGemma 2, announced on 5 December 2024, widened the claims considerably. Google reports state-of-the-art results on table structure recognition, molecular structure recognition, music score recognition, long fine-grained captioning and generating radiology reports from chest X-rays — five fields the first generation never touched. A count of the company's own repositories shows two task-specific checkpoints for that generation, both for long captioning on the DOCCI set. The other four claims ship as prose in the report, with pretrained and mixed-task weights from which a reader would have to reproduce the fine-tuning themselves.
This is not a licence change or a retreat from openness — the weights of both generations are still there, on the same Gemma Terms of Use, in gated repositories that require accepting the terms. It is a narrowing of what can be checked. And it lands oddly against the traffic: in the thirty days to 17 September 2026, Google's repositories served 619,679 downloads of the first PaliGemma and 64,773 of the second, which the company itself describes as a drop-in replacement requiring no code changes. Nearly two years after the upgrade, nine out of ten downloads in this line still go to the older model — the one whose published figures can be verified one checkpoint at a time.