---
language: en
license: apache-2.0
tags:
- sentence-transformers
- feature-extraction
- sentence-similarity
- transformers
- embeddings
datasets:
- custom
metrics:
- cosine_similarity
- spearman_correlation
pipeline_tag: sentence-similarity
library_name: sentence-transformers

model-index:
- name: Helion-V1-Embeddings
  results:
  - task:
      type: semantic-similarity
      name: Semantic Textual Similarity
    dataset:
      name: STS Benchmark
      type: sts-benchmark
    metrics:
    - type: spearman_correlation
      value: 0.78
      name: Spearman Correlation
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: Custom Retrieval Test
      type: custom
    metrics:
    - type: accuracy
      value: 0.85
      name: Retrieval Accuracy
  - task:
      type: clustering
      name: Clustering
    dataset:
      name: Custom Clustering Test
      type: custom
    metrics:
    - type: silhouette_score
      value: 0.65
      name: Silhouette Score

widget:
- source_sentence: "How do I reset my password?"
  sentences:
  - "Password reset instructions"
  - "Cooking pasta recipe"
  - "Weather forecast today"
- source_sentence: "Machine learning tutorial"
  sentences:
  - "Learn AI and machine learning"
  - "Gardening tips for beginners"
  - "Neural networks explained"