Create README.md

README.md

@@ -0,0 +1,21 @@
+---
+language:
+- en
+size_categories:
+- 10M<n<100M
+---
+Containing 768-dimensional embedding vectors derived from the "content" column of the RefinedWeb dataset.<br>
+The embeddings were generated using the E5-Base-4k model with a context length of 1024, employing scaled dot-product attention.
+
+**Original dataset:**<br>
+This dataset bases as derivative work on [RefinedWeb](https://huggingface.co/datasets/tiiuae/falcon-refinedweb), an English web dataset created by the [TII (Technology Innovation Institute)](https://www.tii.ae/).<br>
+Attribution is given to the TII as original authors of the RefinedWeb dataset as per Section 4 of RefinedWeb's Open Data Commons Attribution License (ODC-By) license.
+
+- Embedding Model: E5-Base-4k
+- Embedding Dimensions: 768
+- Embedding Context Length: 1024 tokens
+- Embedding Implementation Specifics: Scaled Dot-Product Attention
+- Embedding Scope: For embedding, all but the "content" field are disregarded.
+
+**Original Dataset Link:**<br>
+https://huggingface.co/datasets/tiiuae/falcon-refinedweb