Sentence Similarity
sentence-transformers
PyTorch
Safetensors
Transformers
new
feature-extraction
mteb
custom_code
Eval Results (legacy)
text-embeddings-inference
Instructions to use NovaSearch/stella_en_400M_v5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use NovaSearch/stella_en_400M_v5 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("NovaSearch/stella_en_400M_v5", trust_remote_code=True) 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 NovaSearch/stella_en_400M_v5 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("NovaSearch/stella_en_400M_v5", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
ValueError: Attention bias and Query/Key/Value should be on the same device
#18
by OkayestProgrammer - opened
Model file exist some bugs that will occur in specified device。
reproduction:
model = SentenceTransformer(args.model, trust_remote_code=True,device=f"cuda:1")
doc_embeddings = model.encode(docs)
I am facing same issue, were you able to resolve it?
I am facing same issue, were you able to resolve it?
already make a pr,just update your code.
OkayestProgrammer changed discussion status to closed