feat: FineWeb as a benchmark dataset #4828
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FineWeb is a string-focused ML training dataset provided by HuggingFace. It contains data extracts Signed-off-by: Andrew Duffy <[email protected]>
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CodSpeed Performance ReportMerging #4828 will not alter performanceComparing Summary
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Benchmarks: TPC-H SF=1 on NVMESummary
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Benchmarks: TPC-H SF=1 on S3Summary
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Benchmarks: TPC-H SF=10 on NVMESummary
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Benchmarks: Statistical and Population GeneticsSummary
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Benchmarks: TPC-DS SF=1 on NVMESummary
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Benchmarks: TPC-H SF=10 on S3Summary
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Benchmarks: Clickbench on NVMESummary
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Signed-off-by: Andrew Duffy <[email protected]>
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Benchmarks: FineWebSummary
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FineWeb is a string-focused ML training dataset provided by HuggingFace.
This PR adds some data from the fineweb sample as a new benchmark. I hand-crafted some queries, also the benchmarks are quite fast, I'm only pulling a 2GB subset of the data so we might want to pull the full ~25GB sample.
FineWeb contains data extracts from CommonCrawl, and has a number of string fields. We don't really have many string-filtering-heavy benchmarks and I think this can be a useful one to evaluate things like #4548 or #4132