HF engineers: generative models aren't the best paradigm for every task
Hugging Face engineer Antoine Chaffin argues that while any task can be recast as generation, discriminative or retrieval-based paradigms may be more efficient and reliable for many downstream tasks.
2026-09-16 ~ 2026-09-16 · 3 related posts
- Casting any task as generative doesn't mean generation is the best paradigm for it — antoine_chaffin · 2026-09-16
- HF researcher: generation is efficient for pre-training but not ideal for all downstream tasks — antoine_chaffin · 2026-09-16
- HF engineers: generative isn't the best paradigm for every task — try GLI models — tomaarsen · 2026-09-16