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README.md

@@ -5,7 +5,7 @@ configs:
   - split: train
     path: "*.parquet"
 ---
-Gemstones Training Dataset - Linearized version
+Gemstones Training Dataset - Sequential version
 
 This data is a reporcessed version of the first 1B rows of the Dolma v1.7 dataset (https://huggingface.co/datasets/allenai/dolma).
 
@@ -15,7 +15,7 @@ reproduce the training batches across the gpus is/was the run the training code.
 This repo is the result of an attempt to simulate the way in which the training code loaded the data and
 stream it out to a portable file format for use in downstream analyses of the model suite.
 
-# Sharding format: worker parallel
+# Sharding format: sequential
 
 This version of the dataset approximates the order of the dataset _as if_ a model was being trained
 on a single gpu without data parallelism. In reality, specific subsets of the data were loaded by the distributed