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UID:pretalx-pycon-lithuania-2026-PPXXFE@pretalx.com
DTSTART;TZID=EET:20260410T143000
DTEND;TZID=EET:20260410T145500
DESCRIPTION:I'll discuss building capabilities on top of on-device language
  models\, with Rewrite as a case study – a publicly available paraphrasi
 ng skill that is widely used across Microsoft's products. I'll cover compr
 ehensive data collection strategies\, carefully designed adapters training
  and evaluation. I'll discuss the engineering challenges we faced: achievi
 ng target latency while maintaining quality\, hardening the system against
  edge cases\, and how to deliver the technology to partners and the lesson
 s learnt.
DTSTAMP:20260617T082825Z
LOCATION:Deimantas/Diamond (3rd building)
SUMMARY:From Data Collection to Partner Delivery: Shipping a Paraphrasing S
 kill on Small Language Models - Marat Saidov
URL:https://pretalx.com/pycon-lithuania-2026/talk/PPXXFE/
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