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@@ -10,7 +10,7 @@ license: odc-by
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  | Data Source | TxT360 | FineWeb | RefinedWeb | PedPajamaV2 | C4 | Dolma | RedPajamaV1 | The Pile |
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  |---------------------------|--------|---------|------------|-------------|----|-------|-------------|--------------------|
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  | CommonCrawl Snapshots | 99 | 96 | 90 | 84 | 1 | 24 | 5 | 0.6% of 74 |
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- | Papers | 5 Sources | - | - | - | - | 1 Source | 1 Source | 4 Sources |
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  | Wikipedia | 310+ Languages | - | - | - | - | Included | Included | English Only |
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  | FreeLaw | Included | - | - | - | - | - | - | Included |
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  | DM Math | Included | - | - | - | - | - | - | Included |
@@ -19,11 +19,11 @@ license: odc-by
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  | HackerNews | Included | - | - | - | - | - | - | Included |
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  | Ubuntu IRC | Included | - | - | - | - | - | - | Included |
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  | EuroParl | Included | - | - | - | - | - | - | Included |
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- | StackExchange | Included | - | - | - | - | - | - | Included |
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- | Code | ** | - | - | - | - | Included | Included | Included |
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-
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- ** TxT360 does not include code. This decision was made due to the perceived low duplication code with other sources.
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  Complete details on the dataset can be found in our blog post [here](https://huggingface.co/spaces/LLM360/TxT360-New).
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  ## Upsampling Experiment with Comparison to FineWeb
 
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  | Data Source | TxT360 | FineWeb | RefinedWeb | PedPajamaV2 | C4 | Dolma | RedPajamaV1 | The Pile |
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  |---------------------------|--------|---------|------------|-------------|----|-------|-------------|--------------------|
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  | CommonCrawl Snapshots | 99 | 96 | 90 | 84 | 1 | 24 | 5 | 0.6% of 74 |
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+ | Papers** | 5 Sources | - | - | - | - | 1 Source | 1 Source | 4 Sources |
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  | Wikipedia | 310+ Languages | - | - | - | - | Included | Included | English Only |
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  | FreeLaw | Included | - | - | - | - | - | - | Included |
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  | DM Math | Included | - | - | - | - | - | - | Included |
 
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  | HackerNews | Included | - | - | - | - | - | - | Included |
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  | Ubuntu IRC | Included | - | - | - | - | - | - | Included |
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  | EuroParl | Included | - | - | - | - | - | - | Included |
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+ | StackExchange** | Included | - | - | - | - | - | - | Included |
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+ | Code | * | - | - | - | - | Included | Included | Included |
 
 
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+ * TxT360 does not include code. This decision was made due to the perceived low duplication code with other sources.
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+ **StackExchange and PubMed Central datasets will be loaded shortly. All other datasets are present and complete.
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  Complete details on the dataset can be found in our blog post [here](https://huggingface.co/spaces/LLM360/TxT360-New).
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  ## Upsampling Experiment with Comparison to FineWeb