Update README.md

README.md

@@ -3,11 +3,11 @@ language:
 - en
 ---
 
-A subset (about 3/10) of [the stack](https://huggingface.co/datasets/Zyphra/Zyda/tree/main/data/zyda_starcoder/zyda_starcoder-languages) that has been filtered and decontaminated.
+A cleaned version of [the stack](https://huggingface.co/datasets/Zyphra/Zyda/tree/main/data/zyda_starcoder/zyda_starcoder-languages).
 
 Based on the language distribution in the original data, only the following high-resource programming languages are retained: java, javascript, php, python, c-sharp, typescript, c, cpp, go, html, ruby, kotlin, shell, rust. Non-conventional programming languages such as markdown and json are removed. All non-English files are removed.
 
-This dataset has been decontaminated with respect to the following benchmarks based on n-gram overlap:
+This version has been decontaminated with respect to the following benchmarks based on n-gram overlap:
 
 - GLUE (dev set of SST-2, CoLA, QQP, WNLI, RTE, QNLI, MNLI; test set of MPRC)
 - SIQA, PIQA, QASC, CSQA, HellaSWAG (all dev set)
@@ -25,10 +25,8 @@ This dataset has been decontaminated with respect to the following benchmarks ba
 - MBPP (all 974 questions)
 - GPQA (diamond)
 
-18 documents are removed during decontamination.
-
 ### Dataset Statistics
 
-Number of samples: 28,526,818.
+Number of samples: 94,940,432.
 
-Size of downloaded parquet files: 43G.
+Size of downloaded parquet files: 142G.