zerank-1-small

18.0K
58
4.0B
1 language
license:apache-2.0
by
zeroentropy
Embedding Model
OTHER
4B params
Fair
18K downloads
Community-tested
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Edge AI:
Mobile
Laptop
Server
9GB+ RAM
Mobile
Laptop
Server
Quick Summary

In search enginers, rerankers are crucial for improving the accuracy of your retrieval system.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
4GB+ RAM

Code Examples

Model Detailspython
from sentence_transformers import CrossEncoder

model = CrossEncoder("zeroentropy/zerank-1-small", trust_remote_code=True)

query_documents = [
    ("What is 2+2?", "4"),
    ("What is 2+2?", "The answer is definitely 1 million"),
]

scores = model.predict(query_documents)
print(scores)

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