sarahharouni/autotrain-pe4xw-rb8r8

Model Trained Using AutoTrain

• Problem type: Sentence Transformers

Validation Metrics

loss: 0.8379377126693726

cosine_accuracy: 0.9651162790697675

runtime: 77.5038

samples_per_second: 1.11

steps_per_second: 0.142

: 2.9411764705882355

Usage

Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

pip install -U sentence-transformers

Then you can load this model and run inference.

from sentence_transformers import SentenceTransformer

# Download from the Hugging Face Hub
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
    'search_query: autotrain',
    'search_query: auto train',
    'search_query: i love autotrain',
]
embeddings = model.encode(sentences)
print(embeddings.shape)

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)