Collection of universal token classification (UTC) models capable in prompt-tuned manner to solve many information extraction tasks.
Knowledgator Engineering
company
AI & ML interests
Text classification, relations extraction, NER, computational biology
Organization Card
About org cards
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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Collections
6
Collection of the best zero-shot text classification models. Fine-tune them with few examples using LiqFit - https://github.com/Knowledgator/LiqFit.
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knowledgator/comprehend_it-base
Zero-Shot Classification • Updated • 5.35k • 43 -
MoritzLaurer/deberta-v3-large-zeroshot-v1.1-all-33
Zero-Shot Classification • Updated • 50.1k • 50 -
MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7
Zero-Shot Classification • Updated • 646k • 228 -
MoritzLaurer/deberta-v3-base-zeroshot-v1.1-all-33
Zero-Shot Classification • Updated • 105k • 13
models
23
knowledgator/UTC-DeBERTa-base-v2
Token Classification
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Updated
knowledgator/UTC-DeBERTa-small-v2
Token Classification
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Updated
knowledgator/UTC-DeBERTA-base
Token Classification
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Updated
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9
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8
knowledgator/UTC-DeBERTa-large
Token Classification
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Updated
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64
•
13
knowledgator/UTC-DeBERTa-small
Token Classification
•
Updated
•
301
•
12
knowledgator/comprehend_it-base
Zero-Shot Classification
•
Updated
•
5.35k
•
43
knowledgator/SMILES-FAST-TOKENIZER
Updated
•
3
knowledgator/IUPAC2SMILES-isomeric-base
Text2Text Generation
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Updated
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1
knowledgator/IUPAC2SMILES-isomeric-small
Text2Text Generation
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Updated
•
1.7k
knowledgator/SMILES2IUPAC-isomeric-small
Text2Text Generation
•
Updated
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4