Microsoft Research shrinks pathology models 50%+ and keeps 97% of GigaPath performance
iScienceLuvr · x · 2026-07-21
Microsoft Research released Flash versions of its pathology foundation models:
- GigaPath-Flash pairs a 22M-parameter ViT-S tile encoder with a 21M-parameter LongNet slide encoder, distilled from the original GigaPath while keeping 97% of performance.
- GigaTIME-Flash extends that stack to predict the tumor immune microenvironment directly from routine H&E images, replacing the CNN backbone in the original GigaTIME.
- It reportedly delivers better prediction quality than the original CNN-based GigaTIME while running 6× faster and using 8× less GPU memory.
More from Models
- Bug Hunt Bench ranks frontier coding models on 105 planted real-repo bugs — PawelHuryn · 2026-09-11
- GPT-6 Astra beats Factorio with enemies in 44 in-game hours at ~$4,500 API cost — liminal_bardo · 2026-09-11
- 105 hidden bugs, 2 repos: DeepSeek V4.1 Flash fixes 24 at $1.80 vs Opus 5's 27 at $51.33 — ChartsJournalX · 2026-09-11
- awesome-llm-leaderboards: an open-source directory of LLM leaderboards, pricing tables, comparison tools — Last_Establishment_1 · 2026-09-11
- Anthropic claims it works to keep eval environments unidentifiable to models — MaxKannen · 2026-09-11
- Nex N2.5 Pro released on Hugging Face with 407GB of weights — jinnyjuice · 2026-09-11