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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: 1,760,481
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- - Exact tokens (`add_special_tokens=False`): 1,627,128,157
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- - Source JSONL bytes: 6.11 GiB
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- - Parquet bytes: 1.81 GiB
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- - Compression ratio: 3.373x
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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 | 50.95% |
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- | fineweb | 1,048,581 | 687,823,165 | 42.27% |
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- | fineweb_edu | 112,229 | 110,318,523 | 6.78% |
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  ## Shards
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@@ -47,10 +47,11 @@ Zstd-compressed Parquet copy of `Shrijanagain/Speed-5B-mX`.
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  | `chunks_6b/mixed_6b_chunk_000005.jsonl` | 234,909 | 323,119,815 | 0.208 GiB |
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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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  ## Audit
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- - Record fields seen: `{"source,text": 1760482}`
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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: 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
 
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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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  | `chunks_6b/mixed_6b_chunk_000005.jsonl` | 234,909 | 323,119,815 | 0.208 GiB |
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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