Create model_card.yaml

model_card.yaml

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+---
+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"