Update README.md

README.md

@@ -3,17 +3,29 @@ dataset_info:
   features:
   - name: text
     dtype: string
-  - name: embed
-    sequence: float64
   splits:
   - name: train
-    num_bytes: 34325117835
-    num_examples: 516317
-  download_size: 18652745837
-  dataset_size: 34325117835
+    num_bytes: 24317303773
+    num_examples: 520535
+  download_size: 12927183654
+  dataset_size: 24317303773
 configs:
 - config_name: default
   data_files:
   - split: train
     path: data/train-*
+license: cc
+pretty_name: PubMed Central (PMC) Open Access in Markdown
 ---
+
+# PubMed Central (PMC) Open Access in Markdown (With Embeddings)
+
+This is a subset of [casperhansen/pmc-oa-markdown](https://huggingface.co/datasets/casperhansen/pmc-oa-markdown) with embeddings generated.
+
+Cost to generate: 7 hours of 8xH100 (about $100).
+
+Details:
+- Embeddings are created with [Qwen3-Embedding-4B](https://huggingface.co/Qwen/Qwen3-Embedding-4B)
+- Embeddings have a dimension of 2048
+- These are full-text embeddings of the entire text
+- A few thousand examples were discarded that were longer than 32k tokens