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The institute of foundation models shipped k2 horizon today — six models, 0.9b to 375b params, with…

Yethikrishna ROriginal on Threads

the institute of foundation models shipped k2 horizon today — six models, 0.9b to 375b params, with weights AND training data AND training logs. every other open-weight release this summer kept the data. you cannot audit a weights file. you cannot reproduce a model without knowing what fed it.

this is the first release in months that meets the actual definition of open source.

Context

The Institute of Foundation Models' post of 3 September 2026 describes K2 Horizon, six models from 0.9B to 375B-A23B. For every model it says it opens intermediate checkpoints, training data or detailed data-construction recipes, architecture, mixture compositions, training code, configurations, logs, evaluation results and final weights. Models and code are Apache 2.0, datasets carry their own licenses, and where data cannot be redistributed it discloses how the data was built and mixed. It calls the release the most comprehensive open model release to date.

How it compares

The release was on 3 September 2026, not the day of the note. The vendor says training data or detailed data-construction recipes, so the claim of weights and training data is qualified. The claim that every other open-weight release this summer kept the data has no inspected evidence, since other releases were not surveyed. Most comprehensive is the vendor's own claim. The first release in months that meets the definition of open source is the author's opinion, and no definition source was read. The Nvidia and Hugging Face acquisition remains an agreed, pending deal.

Watch next

  • Per-model data and checkpoint availability.

Sources

  1. K2 Horizon (IFM)ifm.ai

Provenance

The note above is reproduced unedited from the original post, first published on Threads on 5 September 2026 at 23:35 IST. Sources are the papers and datasets the note draws on.

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