Models for text classification that are up to 50 times faster than Cross-Encoders and show the same or better accuracy in zero-shot.
AI & ML interests
Text classification, relations extraction, NER, computational biology
Recent Activity
Organization Card
Knowledgator is an open-source ML research company focused on advancing the information extraction field.
Research: reinventing encoder architecture to benefit anyone who is looking for efficient open-source information extraction models.
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spaces
7
Running
13
GLiClass SandBox
🌖
Run a zero-shot text classification app
Running
GLiClassReranker
🚀
GLiClass for Reranking Sentence Pairs
Running
82
GLiNER HandyLab
⚡
Explore multiple text tasks with GLiNER HandyLab
Sleeping
SemanticChemist
🏢
Sleeping
3
UTC HandyLab
📚
Runtime error
9
ChemicalConverters
⚡
Convert chemical names and structures
models
95

knowledgator/gliclass-edge-v3.0
0.0B
•
Updated
•
105

knowledgator/gliclass-base-v3.0
0.2B
•
Updated
•
89

knowledgator/gliclass-modern-base-v3.0
0.2B
•
Updated
•
105

knowledgator/gliclass-modern-large-v3.0
0.4B
•
Updated
•
30

knowledgator/gliclass-large-v3.0
0.4B
•
Updated
•
27

knowledgator/gliclass-x-base
0.3B
•
Updated
•
181

knowledgator/gliner-x-large
Token Classification
•
Updated
•
438
•
21

knowledgator/gliner-x-base
Token Classification
•
Updated
•
109
•
3

knowledgator/gliner-x-small
Token Classification
•
Updated
•
113
•
9

knowledgator/gliner-x-large-v0.5
Token Classification
•
Updated
•
35
•
8
datasets
13
knowledgator/gliclass-v3-logic-dataset
Viewer
•
Updated
•
7.78k
•
41
knowledgator/gliner-multilingual-synthetic
Updated
•
71
•
2
knowledgator/events_classification_biotech
Updated
•
266
•
12
knowledgator/gliclass-v2.0-RAC
Viewer
•
Updated
•
612k
•
17
•
2
knowledgator/gliclass-v2.0
Viewer
•
Updated
•
1.2M
•
93
•
1
knowledgator/gliclass-v1.0
Preview
•
Updated
•
21
•
3
knowledgator/PubMedAbstractsNER
Updated
•
10
•
2
knowledgator/bio-NER-relations
Viewer
•
Updated
•
11.1k
•
13
•
3
knowledgator/PubmedQA
Viewer
•
Updated
•
1k
•
25
•
1
knowledgator/GLINER-multi-task-synthetic-data
Updated
•
35
•
10