Fine-tune GLiNER with a single prompt
The fine-tuning agent building your best model
BENEFITS
The Pioneer agent fine-tunes state-of-the-art GLiNER models in one prompt
Generate high quality synthetic and real datasets for fine-tuning
Generate Data
Run experiments in parallel to find the best approach, settings, and configurations
Run Experiments
Deploy GLiNER to production inference in less than 30 seconds
Deploy to Production
BENCHMARKS
Pioneer improves accuracy significantly across all tasks
| Task | Base | Trained | Improvement |
|---|---|---|---|
| Intent-banking | 78.90 | 66.0 | +12.9 pp |
| NER-CoNLL-2023 | 34.5 | 81.0 | +46.5 pp |
| Jailbreak Bench | 68.0 | 84.0 | +16.0 pp |
| SMS-Spam | 15.9 | 99.7 | +83.8 pp |
GLiNER
State-of-the-art multi-task extraction and classification with GLiNER2
A data scientist from Orion Technologies presented new findings during a conference in Silver Bay.
Location
Entity extraction. Identify people, companies, products, locations, and custom entity types.
Entity extraction. Identify people, companies, products, locations, and custom entity types.
Text classification. Assign labels, categories, or intents to any text.
Structured parsing. Convert messy text into clean JSON or database-ready fields.
{
"company": "Atlas Technologies",
"organization": "Central Council",
"location": "Brussels"
}