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 (legacy)
Instructions to use baseplate/instructor-large-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use baseplate/instructor-large-1 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("baseplate/instructor-large-1") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Transformers
How to use baseplate/instructor-large-1 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("baseplate/instructor-large-1") model = AutoModel.from_pretrained("baseplate/instructor-large-1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download 2_Dense/pytorch_model.bin from baseplate/instructor-large-1: direct link, hf CLI and curl.
- Browser
- Download file 3.15 MB
-
https://huggingface.co/baseplate/instructor-large-1/resolve/main/2_Dense/pytorch_model.bin
- Command line
-
hf download hf://baseplate/instructor-large-1/2_Dense/pytorch_model.bin
-
curl -L -o pytorch_model.bin https://huggingface.co/baseplate/instructor-large-1/resolve/main/2_Dense/pytorch_model.bin
3.15 MB
- Xet hash:
- 082e03ea8052eddd0f36df702b8565967f7696b1487a483880ac939f11c58297
- Size of remote file:
- 3.15 MB
- SHA256:
- a6e82cba0876dacbadccdea565c9e19e29848d994d23968bd1343b8f0f762bdc
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