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README.md

@@ -19,16 +19,17 @@ The following data mix was used to train OLMoE-1B-7B, a Mixture-of-Experts LLM w
 The base version of OLMoE-1B-7B can be found at [this page](https://huggingface.co/OLMoE/OLMoE-1B-7B-0824), the SFT of OLMoE-1B-7B is available [here](https://huggingface.co/OLMoE/OLMoE-1B-7B-0824-SFT), and a version combining SFT and DPO is available following [this link](https://huggingface.co/OLMoE/OLMoE-1B-7B-0824-Instruct).
 
 ## Statistics
-| Subset                                                       | Docs       | Bytes      | Words      | Tokens     |
+
+| Subset                                                       | Tokens     | Words      | Bytes      | Docs       |
 |--------------------------------------------------------------|:----------:|:----------:|:----------:|:----------:|
-| [DCLM Baseline 1.0](https://huggingface.co/datasets/mlfoundations/dclm-baseline-1.0) | 2.95 B     | 16.7 T     | 3.38 T     | 3.86 T     |
-| [Starcoder](https://huggingface.co/datasets/bigcode/starcoderdata) | 78.7 M     | 325 B      | 63.9 B     | 101 B      |
-| [peS2o](https://huggingface.co/datasets/allenai/peS2o)<br>([Dolma](https://huggingface.co/datasets/allenai/dolma)) | 38.8  M    | 268 B      | 51.3 B     | 57.2 B     |
-| Algebraic Stack<br>([Proof Pile II](https://huggingface.co/datasets/EleutherAI/proof-pile-2)) | 2.83 M     | 39.3 B     | 9.6 B      | 12.6 B     |
-| Arxiv<br>([RedPajama v1](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T) <br>via [Proof Pile II](https://huggingface.co/datasets/EleutherAI/proof-pile-2)) | 1.55 M     | 88.8 B     | 23.5 B     | 21.1 B     |
-| OpenWebMath<br>([Proof Pile II](https://huggingface.co/datasets/EleutherAI/proof-pile-2)) | 2.91 M     | 42.4 B     | 10.2 B     | 12.7 B     |
-| En Wikipedia + <br>Wikibooks<br>([Dolma](https://huggingface.co/datasets/allenai/dolma)) | 6.17 M     | 16.2 B     | 3.16 B     | 3.69 B     |
-| **Total**                                                    | **3.08 B** | **17.4 T** | **3.53 T** | **4.07 T** |
+| [DCLM Baseline 1.0](https://huggingface.co/datasets/mlfoundations/dclm-baseline-1.0) | 3.86 T     | 3.38 T     | 16.7 T     | 2.95 B     |
+| [Starcoder](https://huggingface.co/datasets/bigcode/starcoderdata) | 101 B      | 63.9 B     | 325 B      | 78.7 M     |
+| [peS2o](https://huggingface.co/datasets/allenai/peS2o)<br>([Dolma](https://huggingface.co/datasets/allenai/dolma)) | 57.2 B     | 51.3 B     | 268 B      | 38.8 M     |
+| Arxiv<br>([RedPajama v1](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T) <br>via [Proof Pile II](https://huggingface.co/datasets/EleutherAI/proof-pile-2)) | 21.1 B     | 23.5 B     | 88.8 B     | 1.55 M     |
+| OpenWebMath<br>([Proof Pile II](https://huggingface.co/datasets/EleutherAI/proof-pile-2)) | 12.7 B     | 10.2 B     | 42.4 B     | 2.91 M     |
+| Algebraic Stack<br>([Proof Pile II](https://huggingface.co/datasets/EleutherAI/proof-pile-2)) | 12.6 B     | 9.6 B      | 39.3 B     | 2.83 M     |
+| En Wikipedia + <br>Wikibooks<br>([Dolma](https://huggingface.co/datasets/allenai/dolma)) | 3.69 B     | 3.16 B     | 16.2 B     | 6.17 M     |
+| **Total**                                                    | **4.07 T** | **3.53 T** | **17.4 T** | **3.08 B** |
 
 ## Preprocessing