Update README.md

README.md

@@ -1,42 +1,11 @@
----
-dataset_info:
-  features:
-  - name: abstract_id
-    dtype: string
-  - name: labels
-    dtype:
-      class_label:
-        names:
-          '0': background
-          '1': conclusions
-          '2': methods
-          '3': objective
-          '4': results
-  - name: text
-    dtype: string
-  - name: sentence_id
-    dtype: int64
-  - name: uid
-    dtype: int64
-  - name: embedding_all-mpnet-base-v2
-    sequence: float32
-  - name: embedding_multi-qa-mpnet-base-dot-v1
-    sequence: float32
-  - name: embedding_all-MiniLM-L12-v2
-    sequence: float32
-  splits:
-  - name: train
-    num_bytes: 1392522399
-    num_examples: 176642
-  - name: validation
-    num_bytes: 233905609
-    num_examples: 29672
-  - name: test
-    num_bytes: 233146005
-    num_examples: 29578
-  download_size: 2276732018
-  dataset_size: 1859574013
----
-# Dataset Card for "pubmed-rct20k_indexed"
+This is the same dataset as [`armanc/pubmed-rct20k`](https://huggingface.co/datasets/armanc/pubmed-rct20k).
+The only differences are
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+1. Addition of a unique identifier, `uid`
+   
+1. Addition of the indices, that is 3 columns with the embeddings of 3 different sentence-transformers
+   - `all-mpnet-base-v2`
+   - `multi-qa-mpnet-base-dot-v1`
+   - `all-MiniLM-L12-v2`
+
+1. Renaming of the `label` column to `labels` for easier compatibility with the transformers library