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 • 7.23k • 43 -
MoritzLaurer/deberta-v3-large-zeroshot-v1.1-all-33
Zero-Shot Classification • Updated • 73.6k • 50 -
MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7
Zero-Shot Classification • Updated • 625k • 212 -
MoritzLaurer/deberta-v3-base-zeroshot-v1.1-all-33
Zero-Shot Classification • Updated • 36.6k • 13
models
21
knowledgator/comprehend_it-base
Zero-Shot Classification
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Updated
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7.23k
•
43
knowledgator/SMILES-FAST-TOKENIZER
Updated
•
3
knowledgator/IUPAC2SMILES-isomeric-base
Text2Text Generation
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Updated
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4
knowledgator/IUPAC2SMILES-isomeric-small
Text2Text Generation
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Updated
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1.68k
knowledgator/SMILES2IUPAC-isomeric-small
Text2Text Generation
•
Updated
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10
knowledgator/flan-t5-small-for-classification
Text2Text Generation
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Updated
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8
knowledgator/flan-t5-large-for-classification
Text2Text Generation
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Updated
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58
knowledgator/flan-t5-base-for-classification
Text2Text Generation
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Updated
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78
•
1
knowledgator/SMILES-DeBERTa-base
Fill-Mask
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Updated
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11
•
4
knowledgator/SMILES-DeBERTa-large
Fill-Mask
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Updated
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3
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3