GLiNER
No written verdict yet. Here is what commenters said.
5recommend
1warn against
Mar 3, 2026first mention
Oct 27, 2026latest mention
Why people recommend it
“gliner-style models are absolutely crazy”
“It is also open source[3] and I think also has some good usage.”
Show 3 more
“Also, Gliner or similar models for different uses.”
“Zero-shot encoders like tasksource or GliNER”
“GLiNER is a really great research work”
Caveats and dissent
“At around 4 classes already LLM-based classifiers (Jev/Laya/GLiNER et al) start falling behind”
Often compared with
Threads where it came up
- GLiNER2: Unified Schema-Based Information Extraction 3 mentions
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- Show HN: Rowboat – Open-source, local-first alternative to Claude Desktop 1 mention
Data: gliner.json. Quotes are verbatim; the verdict and theme labels are written by a model from these comments, and every clause links to its sources.
All comments 10
“gliner-style models are absolutely crazy”
“At around 4 classes already LLM-based classifiers (Jev/Laya/GLiNER et al) start falling behind”
“It is also open source[3] and I think also has some good usage.”
“do you all see the use cases being similar to what you might use Fastino's Gliner models for?”
“Also, Gliner or similar models for different uses.”
“Zero-shot encoders like tasksource or GliNER”
“there is a dependency on gliner1”
“GLiNER is a really great research work”
“https://github.com/urchade/GLiNER”
“Cloud mode adds NLP-powered detection (GLiNER) on top of the regex layer.”