Sentence Similarity
sentence-transformers
PyTorch
Transformers
English
t5
text-embedding
embeddings
information-retrieval
beir
text-classification
language-model
text-clustering
text-semantic-similarity
text-evaluation
prompt-retrieval
text-reranking
feature-extraction
English
Sentence Similarity
natural_questions
ms_marco
fever
hotpot_qa
mteb
Eval Results
Dimensions
#4
by
tiagofreitas87
- opened
How many dimensions does a vector have ?
Hi, Thanks a lot for your interest in the INSTRUCTOR model!
The dimension for sentence embedding is 768.
Feel free to add further questions or comments!
Yes its for retrieval. Does it work best with single sentences or it also work as well with paragraphs?
thanks
Hi, Thanks a lot for your question!
One particular strength of our INSTRUCTOR model is efficient adaptation to specific text types via instructions. This implies that the INSTRUCTOR model can be used to embed both sentences and paragraphs.
Feel free to add further questions or comments!