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Apertus 1.5

The Swiss AI Initiative published the Apertus 1.5 technical report. The 8B and 70B open models add image and audio understanding, an optional thinking mode and a 262,144 token context window.

Apertus 1.5 continues pretraining of Apertus 1.0 on 4T extra tokens for the 8B and 2T for the 70B. It adds image and audio understanding through the tokenizer, while the output head stays text only and the architecture is unchanged. Thinking is a chat template flag rather than a separate model, and the paper says it lifts math reasoning by up to 20 points on the 8B. The weights were released on Hugging Face on July 24, 2026.

Date
Sunday 11 October 2026
Lab
Swiss AI Initiative
Kind
open-weights
Access
open weights

Figures

MeasureValueMeasured by
Additional training tokens4T (8B), 2T (70B)
total 19T and 17T respectively
company
Context window262,144 tokens
four times Apertus 1.0
company
Math reasoning gain with thinking modeup to 20 points
8B model
company

The weights came out on July 24, 2026 under Apache 2.0. The paper (Oct 11) and release notes (Oct 15) are the newer documentation.

Sources

  1. arxiv.org/abs/2610.15542
  2. huggingface.co/blog/swiss-ai/apertus-v15-release-notes

This record was checked against its sources on 15 October 2026. How we check

Read the daily brief for 11 October 2026