Update README.md

README.md

@@ -398,6 +398,40 @@ configs:
 > 15 trillion tokens of the finest data the 🌐 web has to offer
 > 
 
+- [🍷 FineWeb](#-fineweb)
+   * [What is it?](#what-is-it)
+   * [What is being released?](#what-is-being-released)
+   * [How to download and use 🍷 FineWeb](#how-to-download-and-use-fineweb)
+      + [Using 🏭 `datatrove`](#using-datatrove)
+      + [Using `huggingface_hub`](#using-huggingface_hub)
+      + [Using `datasets`](#using-datasets)
+   * [Breakdown by dump/crawl](#breakdown-by-dumpcrawl)
+   * [Dataset performance evaluation and ablations](#dataset-performance-evaluation-and-ablations)
+      + [Hyper-parameters for ablation models](#hyper-parameters-for-ablation-models)
+      + [Ablation evaluation benchmarks](#ablation-evaluation-benchmarks)
+      + [Comparison with other datasets](#comparison-with-other-datasets)
+- [Dataset card for 🍷 FineWeb](#dataset-card-for-fineweb)
+   * [Dataset Description](#dataset-description)
+      + [Dataset Summary](#dataset-summary)
+   * [Dataset Structure](#dataset-structure)
+      + [Data Instances](#data-instances)
+      + [Data Fields](#data-fields)
+      + [Data Splits](#data-splits)
+   * [Dataset Creation](#dataset-creation)
+      + [Curation Rationale](#curation-rationale)
+      + [Source Data](#source-data)
+      + [Data processing steps](#data-processing-steps)
+      + [Annotations](#annotations)
+      + [Personal and Sensitive Information](#personal-and-sensitive-information)
+   * [Considerations for Using the Data](#considerations-for-using-the-data)
+      + [Social Impact of Dataset](#social-impact-of-dataset)
+      + [Discussion of Biases](#discussion-of-biases)
+      + [Other Known Limitations](#other-known-limitations)
+   * [Additional Information](#additional-information)
+      + [Licensing Information](#licensing-information)
+      + [Future work](#future-work)
+      + [Citation Information](#citation-information)
+
 ## What is it?
 
 The 🍷 FineWeb dataset consists of more than **15T tokens** of cleaned and deduplicated english web data from CommonCrawl. The data processing pipeline is optimized for LLM performance and ran on the 🏭 [`datatrove`](https://github.com/huggingface/datatrove/) library, our large scale data processing library. 
@@ -416,7 +450,7 @@ You will find details on the different processing decisions we took and some int
 
 You can load the full dataset or a specific crawl/dump (see table below). Dumps have the format `CC-MAIN-(year)-(week number)`.
 
-### Using 🏭 [`datatrove`](https://github.com/huggingface/datatrove/)`
+### Using 🏭 [`datatrove`](https://github.com/huggingface/datatrove/)
 
 ```python
 from datatrove.pipeline.readers import ParquetReader
@@ -621,7 +655,7 @@ You will find these models on [this collection](https://huggingface.co/collectio
 
 - **Homepage and Repository:** [https://huggingface.co/datasets/HuggingFaceFW/fineweb](https://huggingface.co/datasets/HuggingFaceFW/fineweb)
 - **Point of Contact:** please create a discussion on the Community tab
-- **License**: Open Data Commons Attribution License (ODC-By) v1.0
+- **License:** Open Data Commons Attribution License (ODC-By) v1.0
 
 ### Dataset Summary