Author profile

Daniel Okafor

Northgate Institute of Technology, Nigeria

Records in AEX CONTINUUM (7)

ProceedingsFull paperBest paper

Mixed-Precision Distillation for 4-bit Phone-Class Models

Yuki Saito, Daniel Okafor

SEODML 2026 · pp. 1–10 · 1 October 2026 · 10.xxxx/ctm.pr.2026.0006

Abstract PDF 980 3601 cited

ProceedingsPoster

Benchmarking Sub-Billion-Parameter Models on Commodity Hardware

Mei Tanaka, Daniel Okafor

SEODML 2026 · pp. 33–34 · 1 October 2026 · 10.xxxx/ctm.pr.2026.0010

Abstract PDF 310 960 cited

Research ArchiveModel

Distilled 4-bit Assistant Checkpoints

Yuki Saito, Daniel Okafor

Version 1.0 · CC BY 4.0 · 12 September 2026 · 10.xxxx/ctm.ar.2026.0008

View record 840 3720 cited

PublishingResearch ArticleUnder peer review

Quantisation-Aware Distillation for On-Device Assistants

Daniel Okafor, Yuki Saito, Priya Venkataraman

Version 1 · 1 reviewer report · 28 August 2026 · 10.xxxx/ctm.pb.2026.0006

Abstract PDF 2,144 7862 cited

BooksTextbook

Parameter-Efficient Learning: A practical introduction

Priya Venkataraman, Daniel Okafor

1st edition · 248 pages · ISBN 978-0-00-100002-9 · 18 June 2026 · 10.xxxx/ctm.bk.2026.0002

Read book PDF 4,380 2,4104 cited

PublishingResearch ArticlePeer reviewed

Scaling Behaviour of Parameter-Efficient Fine-Tuning Across Model Sizes

Priya Venkataraman, Daniel Okafor

Version 2 · 3 reviewer reports · 6 March 2026 · 10.xxxx/ctm.pb.2026.0002

Abstract PDF 3,902 1,5445 cited

Research ArchiveDataset

PEFT Scaling Runs: Configurations, Logs and Metrics

Priya Venkataraman, Daniel Okafor

Version 1.0 · CC BY 4.0 · 6 March 2026 · 10.xxxx/ctm.ar.2026.0004

View record 1,130 5071 cited