# 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

[Try Pioneer](https://agent.pioneer.ai/auth)

# 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.

[Try GLiNER-2](https://agent.pioneer.ai/auth)

Text classification. Assign labels, categories, or intents to any text.

[Try GLiNER-2](https://agent.pioneer.ai/auth)

Structured parsing. Convert messy text into clean JSON or database-ready fields.

```json
{
  "company": "Atlas Technologies",
  "organization": "Central Council",
  "location": "Brussels"
}
```