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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: 1,911,414
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- - Exact tokens (`add_special_tokens=False`): 1,773,066,035
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- - Source JSONL bytes: 6.78 GiB
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- - Parquet bytes: 2.04 GiB
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- - Compression ratio: 3.323x
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  - Tokenizer: `Shrijanagain/SPEED2-V0-0B7-CPT-SFT/tokenizer.json`
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  ## Schema
@@ -31,9 +31,9 @@ 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 | 46.75% |
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- | fineweb | 1,048,581 | 687,823,165 | 38.79% |
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- | fineweb_edu | 263,162 | 256,256,401 | 14.45% |
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  ## Shards
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@@ -48,10 +48,11 @@ Zstd-compressed Parquet copy of `Shrijanagain/Speed-5B-mX`.
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  | `chunks_6b/mixed_6b_chunk_000006.jsonl` | 232,554 | 320,228,994 | 0.208 GiB |
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  | `chunks_6b/mixed_6b_chunk_000007.jsonl` | 168,437 | 190,180,178 | 0.224 GiB |
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  | `chunks_6b/mixed_6b_chunk_000008.jsonl` | 150,933 | 145,937,878 | 0.230 GiB |
 
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  ## Audit
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- - Record fields seen: `{"source,text": 1911415}`
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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: 2,060,461
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+ - Exact tokens (`add_special_tokens=False`): 1,919,355,346
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+ - Source JSONL bytes: 7.46 GiB
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+ - Parquet bytes: 2.27 GiB
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+ - Compression ratio: 3.282x
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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 | 43.19% |
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+ | fineweb | 1,048,581 | 687,823,165 | 35.84% |
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+ | fineweb_edu | 412,209 | 402,545,712 | 20.97% |
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  ## Shards
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  | `chunks_6b/mixed_6b_chunk_000006.jsonl` | 232,554 | 320,228,994 | 0.208 GiB |
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  | `chunks_6b/mixed_6b_chunk_000007.jsonl` | 168,437 | 190,180,178 | 0.224 GiB |
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  | `chunks_6b/mixed_6b_chunk_000008.jsonl` | 150,933 | 145,937,878 | 0.230 GiB |
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+ | `chunks_6b/mixed_6b_chunk_000009.jsonl` | 149,047 | 146,289,311 | 0.230 GiB |
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  ## Audit
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+ - Record fields seen: `{"source,text": 2060462}`
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  - Skipped rows: `{"too_long": 1}`
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  Use `streaming=True` or read row groups directly; each file is