Distilled 4-bit Assistant Checkpoints

Yuki Saito; Daniel Okafor

doi:10.xxxx/ctm.ar.2026.0008

Research ArchiveModelVersion 1.0 Open access

Distilled 4-bit Assistant Checkpoints

Yuki Saito · Kestrel AI Institute
Daniel Okafor · Northgate Institute of Technology

Published 12 September 2026

DOI 10.xxxx/ctm.ar.2026.0008 · ID CTM-AR-2026-0008

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Sample record. Fictional demonstration content; the files listed are not attached.

Description

Checkpoints and model card for the 1.1B-parameter mixed-precision student model described in the SEODML 2026 paper, with an evaluation script and measured on-device latency.

Keywords models · quantisation · on-device

Files (2)

Name	Format	Size	Download
student-1.1b-mixed.safetensors	SafeTensors	690 MB	Download
model-card.md	Markdown	12 KB	Download

Files are checksummed on upload. Demonstration record: no files are attached.

Related works

Mixed-Precision Distillation for 4-bit Phone-Class ModelsProceedings
Quantisation-Aware Distillation for On-Device AssistantsPublishing

Versions

Version 1.0 · 12 September 2026Latest
Initial release.
10.xxxx/ctm.ar.2026.0008.v1.0

How to cite

Saito, Y. & Okafor, D. (2026). Distilled 4-bit Assistant Checkpoints (Version 1.0) [Model]. CONTINUUM Research Archive. doi:10.xxxx/ctm.ar.2026.0008