Update README.md

README.md

@@ -175,9 +175,7 @@ paperswithcode_id: mc4
 
 ### Dataset Summary
 
-This dataset builds upon the original mC4 and adds perplexity sampling methods to perform filtering on the fly. Please, refer to [BERTIN Project](https://huggingface.co/bertin-project/bertin-roberta-base-spanish).
-
-[ADD MORE DETAILS ON PERPLEXITY SAMPLING!]
+This dataset builds upon the original mC4 and adds perplexity sampling methods to perform perplexity-based filtering on the fly. Please, refer to [BERTIN Project](https://huggingface.co/bertin-project/bertin-roberta-base-spanish).
 
 The original dataset is the multilingual colossal, cleaned version of Common Crawl's web crawl corpus. Based on Common Crawl dataset: "https://commoncrawl.org".
 
@@ -330,7 +328,22 @@ An example form the `en` config is:
 
 ```
 {'timestamp': '2018-06-24T01:32:39Z',
- 'text': 'Farm Resources in Plumas County\nShow Beginning Farmer Organizations & Professionals (304)\nThere are 304 resources serving Plumas County in the following categories:\nMap of Beginning Farmer Organizations & Professionals serving Plumas County\nVictoria Fisher - Office Manager - Loyalton, CA\nAmy Lynn Rasband - UCCE Plumas-Sierra Administrative Assistant II - Quincy , CA\nShow Farm Income Opportunities Organizations & Professionals (353)\nThere are 353 resources serving Plumas County in the following categories:\nFarm Ranch And Forest Retailers (18)\nMap of Farm Income Opportunities Organizations & Professionals serving Plumas County\nWarner Valley Wildlife Area - Plumas County\nShow Farm Resources Organizations & Professionals (297)\nThere are 297 resources serving Plumas County in the following categories:\nMap of Farm Resources Organizations & Professionals serving Plumas County\nThere are 57 resources serving Plumas County in the following categories:\nMap of Organic Certification Organizations & Professionals serving Plumas County',
+ 'text': 'Farm Resources in Plumas County\
+Show Beginning Farmer Organizations & Professionals (304)\
+There are 304 resources serving Plumas County in the following categories:\
+Map of Beginning Farmer Organizations & Professionals serving Plumas County\
+Victoria Fisher - Office Manager - Loyalton, CA\
+Amy Lynn Rasband - UCCE Plumas-Sierra Administrative Assistant II - Quincy , CA\
+Show Farm Income Opportunities Organizations & Professionals (353)\
+There are 353 resources serving Plumas County in the following categories:\
+Farm Ranch And Forest Retailers (18)\
+Map of Farm Income Opportunities Organizations & Professionals serving Plumas County\
+Warner Valley Wildlife Area - Plumas County\
+Show Farm Resources Organizations & Professionals (297)\
+There are 297 resources serving Plumas County in the following categories:\
+Map of Farm Resources Organizations & Professionals serving Plumas County\
+There are 57 resources serving Plumas County in the following categories:\
+Map of Organic Certification Organizations & Professionals serving Plumas County',
  'url': 'http://www.californialandcan.org/Plumas/Farm-Resources/'}
 ```