Update README.md

README.md

@@ -3,6 +3,7 @@ tags:
 - sentence-transformers
 - sentence-similarity
 - feature-extraction
+- rag
 base_model: sentence-transformers/all-MiniLM-L6-v2
 pipeline_tag: sentence-similarity
 library_name: sentence-transformers
@@ -10,19 +11,9 @@ license: apache-2.0
 language:
 - en
 ---
-# Fast Textual Embeddings: tabularisai/all-MiniLM-L2-v2
+# The Fastest Text Embedding Model: tabularisai/all-MiniLM-L2-v2
 
-
-This model was distilled from [sentence-transformers/all-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2), achieving **nearly 2 times faster inference** while retaining high accuracy.
-
-## Model Details
-
-### Description
-- **Model Type:** Sentence Transformer
-- **Base Model:** [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2)
-- **Maximum Sequence Length:** 256 tokens
-- **Output Dimensionality:** 384
-- **Similarity Function:** Cosine Similarity
+This model is distilled from [sentence-transformers/all-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2), delivering **almost 2 times faster inference** while maintaining strong accuracy on CPU and GPU.
 
 ## Usage