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@@ -12,11 +12,11 @@ Zstd-compressed Parquet copy of `Shrijanagain/Speed-5B-mX`.
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  ## Totals
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- - Rows: 2,357,537
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- - Exact tokens (`add_special_tokens=False`): 2,212,023,432
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- - Source JSONL bytes: 8.80 GiB
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- - Parquet bytes: 2.73 GiB
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- - Compression ratio: 3.222x
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  - Tokenizer: `Shrijanagain/SPEED2-V0-0B7-CPT-SFT/tokenizer.json`
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  ## Schema
@@ -31,9 +31,10 @@ Zstd-compressed Parquet copy of `Shrijanagain/Speed-5B-mX`.
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  | source | rows | tokens | share |
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  | --- | --- | --- | --- |
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- | code_stack | 599,671 | 828,986,469 | 37.48% |
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- | fineweb_edu | 709,285 | 695,213,798 | 31.43% |
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- | fineweb | 1,048,581 | 687,823,165 | 31.09% |
 
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  ## Shards
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@@ -51,10 +52,11 @@ Zstd-compressed Parquet copy of `Shrijanagain/Speed-5B-mX`.
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  | `chunks_6b/mixed_6b_chunk_000009.jsonl` | 149,047 | 146,289,311 | 0.230 GiB |
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  | `chunks_6b/mixed_6b_chunk_000010.jsonl` | 148,761 | 146,330,597 | 0.230 GiB |
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  | `chunks_6b/mixed_6b_chunk_000011.jsonl` | 148,315 | 146,337,489 | 0.230 GiB |
 
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  ## Audit
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- - Record fields seen: `{"source,text": 2357538}`
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  - Skipped rows: `{"too_long": 1}`
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  Use `streaming=True` or read row groups directly; each file is
 
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  ## Totals
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+ - Rows: 2,486,559
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+ - Exact tokens (`add_special_tokens=False`): 2,402,391,917
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+ - Source JSONL bytes: 9.48 GiB
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+ - Parquet bytes: 2.94 GiB
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+ - Compression ratio: 3.227x
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  - Tokenizer: `Shrijanagain/SPEED2-V0-0B7-CPT-SFT/tokenizer.json`
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  ## Schema
 
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  | source | rows | tokens | share |
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  | --- | --- | --- | --- |
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+ | code_stack | 599,671 | 828,986,469 | 34.51% |
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+ | fineweb_edu | 726,000 | 711,089,153 | 29.60% |
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+ | fineweb | 1,048,581 | 687,823,165 | 28.63% |
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+ | finemath | 112,307 | 174,493,130 | 7.26% |
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  ## Shards
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  | `chunks_6b/mixed_6b_chunk_000009.jsonl` | 149,047 | 146,289,311 | 0.230 GiB |
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  | `chunks_6b/mixed_6b_chunk_000010.jsonl` | 148,761 | 146,330,597 | 0.230 GiB |
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  | `chunks_6b/mixed_6b_chunk_000011.jsonl` | 148,315 | 146,337,489 | 0.230 GiB |
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+ | `chunks_6b/mixed_6b_chunk_000012.jsonl` | 129,022 | 190,368,485 | 0.206 GiB |
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  ## Audit
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+ - Record fields seen: `{"source,text": 2486560}`
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  - Skipped rows: `{"too_long": 1}`
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  Use `streaming=True` or read row groups directly; each file is