Fine-tune GLiNER with
a single prompt

Fine-tune GLiNER with
a single prompt

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 model in one prompt

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

BENEFITS

Try Pioneer

Try Pioneer

Try Pioneer

Try Pioneer

BENCHMARKS

Pioneer improves accuracy significantly
across all tasks

Pioneer improves accuracy significantly
across all tasks

Base

Trained

Intent-banking

+12.9 pp

GLiNER2

78.90

66.0

Base

Trained

NER-CoNLL-2023

+46.5 pp

GLiNER2

34.5

81.0

Base

Trained

JailbreakBench

+16.0 pp

GLiNER2

68.0

84.0

Base

Trained

SMS-Spam

+83.8 pp

GLiNER2

15.9

99.7

Base

Trained

NER-CoNLL-2023

+46.5 pp

Acc. (%)

GLiNER2

81.0

34.5

Base

Trained

Intent-banking

+12.9 pp

Acc. (%)

GLiNER2

66.0

78.90

Base

Trained

JailbreakBench

+16.0 pp

Acc. (%)

GLiNER2

68.0

84.0

Base

Trained

SMS-Spam

+83.8 pp

Acc. (%)

GLiNER2

15.9

99.7

Try Pioneer

Base

Trained

JailbreakBench

+16.0 pp

Acc. (%)

GLiNER2

68.0

84.0

Base

Trained

SMS-Spam

+83.8 pp

Acc. (%)

GLiNER2

99.7

99.7

15.9

BENCHMARKS


SOTA extraction and classification
with GLiNER2

GLiNER

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.

Try GLiNER-2

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.

Learn more

Support

Account

Bug report

Unable to reset password after the latest update.

Try GLiNER-2

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

Try GLiNER-2

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

{

company: "Atlas Technologies",

organization: "Central Council",

location: "Brussels"

}

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

Support

Account

Bug report

Unable to reset password after the latest update.

Try GLiNER-2

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

Try GLiNER-2

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

{

company: "Atlas Technologies",

organization: "Central Council",

location: "Brussels"

}

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.

Try GLiNER-2

Support

Account

Bug report

Unable to reset password after the latest update.

Try GLiNER-2

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

Try GLiNER-2

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

{

company: "Atlas Technologies",

organization: "Central Council",

location: "Brussels"

}

Try Pioneer

Join the community

Join our active community on discord

Join now

Need help?

Get in touch with our support team.

Contact Support

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Fastino Inc. (“Fastino”) develops specialized AI models and provides APIs designed to support structured data extraction, classification, reasoning, and production AI workflows. Fastino is a technology company and does not provide legal, financial, compliance, or advisory services.Any outputs, predictions, classifications, or decisions generated through Fastino models are based on the configuration, data, and implementation provided by the customer. Fastino does not control, verify, or guarantee the accuracy, completeness, or suitability of model outputs for any specific purpose. By using this website or Fastino’s models and services, you acknowledge that all content and outputs are provided for informational and operational purposes only and agree to our Terms of Use and Privacy Policy.

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