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
Get started
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
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
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"
}
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