Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:27191
loss:TripletLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use FORNstudio/brine with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use FORNstudio/brine with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("FORNstudio/brine") sentences = [ "MySafetyEye offers an innovative and sustainable home surveillance and alarm solution that repurposes old smartphones or tablets into monitoring devices. Users can install the app on their primary phone and the old device to set up a home alarm system in under two minutes. The service includes free home surveillance and a subscription-based home alarm feature with motion detection. When motion is detected, an alarm notification is sent to the user's primary smartphone, providing a picture of the event. The system also supports automatic activation and deactivation based on the family's geolocation, enhancing convenience and security.", "CREDO FISH was a Denmark-based company specializing in the import and export of seafood products, including tiger-shark and angel-shark. Established on December 1, 1995, the company was headquartered in Frederikshavn, Nordjylland. It ceased operations on December 21, 2021.", "Software-Pro ApS provides technology consulting services, specializing in testing and quality assurance. The company assists clients in testing their software and optimizing processes to enhance predictability in software development. Software-Pro serves customers in Denmark.", "Living Places is a comprehensive online resource dedicated to providing detailed information about homes, neighborhoods, towns, and counties across the United States. The platform offers insights into various residential subdivisions, architectural styles, and historical areas, catering to individuals seeking to learn more about different living environments. With a focus on U.S. neighborhoods and towns, Living Places serves as a valuable guide for those exploring housing options and community characteristics." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
| *.7z filter=lfs diff=lfs merge=lfs -text | |
| *.arrow filter=lfs diff=lfs merge=lfs -text | |
| *.bin filter=lfs diff=lfs merge=lfs -text | |
| *.bz2 filter=lfs diff=lfs merge=lfs -text | |
| *.ckpt filter=lfs diff=lfs merge=lfs -text | |
| *.ftz filter=lfs diff=lfs merge=lfs -text | |
| *.gz filter=lfs diff=lfs merge=lfs -text | |
| *.h5 filter=lfs diff=lfs merge=lfs -text | |
| *.joblib filter=lfs diff=lfs merge=lfs -text | |
| *.lfs.* filter=lfs diff=lfs merge=lfs -text | |
| *.mlmodel filter=lfs diff=lfs merge=lfs -text | |
| *.model filter=lfs diff=lfs merge=lfs -text | |
| *.msgpack filter=lfs diff=lfs merge=lfs -text | |
| *.npy filter=lfs diff=lfs merge=lfs -text | |
| *.npz filter=lfs diff=lfs merge=lfs -text | |
| *.onnx filter=lfs diff=lfs merge=lfs -text | |
| *.ot filter=lfs diff=lfs merge=lfs -text | |
| *.parquet filter=lfs diff=lfs merge=lfs -text | |
| *.pb filter=lfs diff=lfs merge=lfs -text | |
| *.pickle filter=lfs diff=lfs merge=lfs -text | |
| *.pkl filter=lfs diff=lfs merge=lfs -text | |
| *.pt filter=lfs diff=lfs merge=lfs -text | |
| *.pth filter=lfs diff=lfs merge=lfs -text | |
| *.rar filter=lfs diff=lfs merge=lfs -text | |
| *.safetensors filter=lfs diff=lfs merge=lfs -text | |
| saved_model/**/* filter=lfs diff=lfs merge=lfs -text | |
| *.tar.* filter=lfs diff=lfs merge=lfs -text | |
| *.tar filter=lfs diff=lfs merge=lfs -text | |
| *.tflite filter=lfs diff=lfs merge=lfs -text | |
| *.tgz filter=lfs diff=lfs merge=lfs -text | |
| *.wasm filter=lfs diff=lfs merge=lfs -text | |
| *.xz filter=lfs diff=lfs merge=lfs -text | |
| *.zip filter=lfs diff=lfs merge=lfs -text | |
| *.zst filter=lfs diff=lfs merge=lfs -text | |
| *tfevents* filter=lfs diff=lfs merge=lfs -text | |