Statements (32)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
large language model
|
| gptkbp:abilities |
few-shot learning
zero-shot learning |
| gptkbp:architecture |
gptkb:transformation
|
| gptkbp:availableOn |
gptkb:Hugging_Face
|
| gptkbp:basedOn |
gptkb:BLOOM
|
| gptkbp:developedBy |
gptkb:BigScience_Workshop
|
| https://www.w3.org/2000/01/rdf-schema#label |
BLOOMZ
|
| gptkbp:language |
46
multilingual |
| gptkbp:license |
gptkb:Responsible_AI_License
|
| gptkbp:notableFor |
first multilingual LLM with zero-shot cross-lingual capabilities
|
| gptkbp:notablePublication |
https://arxiv.org/abs/2211.01786
BLOOMZ: Multilingual Language Model for Zero-shot Cross-lingual Transfer |
| gptkbp:openSource |
true
|
| gptkbp:parameter |
176B
|
| gptkbp:purpose |
machine translation
natural language processing question answering summarization text generation text classification |
| gptkbp:relatedTo |
gptkb:GPT-3
gptkb:BLOOM gptkb:OPT T0 |
| gptkbp:releaseYear |
2022
|
| gptkbp:trainer |
multilingual datasets
|
| gptkbp:bfsParent |
gptkb:BigScience_Workshop
gptkb:BigScience gptkb:Hugging_Face_Hub |
| gptkbp:bfsLayer |
7
|