--- license: apache-2.0 datasets: - fine-tuned/BAAI_bge-small-en-v1_5-05062024-x987-webapp - allenai/c4 language: - en pipeline_tag: feature-extraction tags: - sentence-transformers - feature-extraction - sentence-similarity - mteb - Argument - Counter - Discussion - Perspective - Opposing --- This model is a fine-tuned version of [**BAAI/bge-small-en-v1.5**](https://huggingface.co./BAAI/bge-small-en-v1.5) designed for the following use case: debate ## How to Use This model can be easily integrated into your NLP pipeline for tasks such as text classification, sentiment analysis, entity recognition, and more. Here's a simple example to get you started: ```python from sentence_transformers import SentenceTransformer from sentence_transformers.util import cos_sim model = SentenceTransformer( 'fine-tuned/BAAI_bge-small-en-v1_5-05062024-x987-webapp', trust_remote_code=True ) embeddings = model.encode([ 'first text to embed', 'second text to embed' ]) print(cos_sim(embeddings[0], embeddings[1])) ```