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<dbpedia:!!!>
!!!
!!! is a dance-punk band that formed in Sacramento, California, in 1996 by lead singer Nic Offer. Its name is most commonly pronounced "Chk Chk Chk" ([/tʃk.tʃk.tʃk/]). Members of !!! came from other local bands such as The Yah Mos, Black Liquorice and Popesmashers. They are currently based in New York City, Sacramento,...
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128
90
<dbpedia:!!!_(album)>
!!! (album)
!!! is the eponymous debut album by !!!. It was released in 2001 on Gold Standard Laboratories.
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128
19
<dbpedia:!Action_Pact!>
!Action Pact!
!Action Pact! were a punk rock band, formed in 1981 as the Bad Samaritans by guitarist Wild Planet, bassist Dr. Phibes, and drummer Joe Fungus.
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128
34
<dbpedia:!Hero>
!Hero
!HERO is a rock opera about Jesus. It is based on the question, "What if Jesus was born in Bethlehem, Pennsylvania?". After the original tour in 2003 ended, it was released on DVD, CD, and was written into a trilogy of novels and series of comic books.
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128
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<dbpedia:!Kung_language>
!Kung language
!Kung /ˈkʊŋ/ (!Xuun), also known as Ju, is a dialect continuum (language complex) spoken in Namibia, Botswana, and Angola by the ǃKung people. Together with the ǂHoan language, it forms the proposed Kx'a language family. !Kung constituted one of the branches of the putative Khoisan language family, and was called North...
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128
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<dbpedia:!_(album)>
! (album)
! is an album by The Dismemberment Plan. It was released on October 2, 1995, on DeSoto Records. The band's original drummer, Steve Cummings, played on this album but left shortly after its release.
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<dbpedia:$100_Film_Festival>
$100 Film Festival
The $100 Film Festival is an independent film festival that runs for three days every March at the Globe Cinema in downtown Calgary, Alberta. The festival showcases films in all genres by local and international independent artists who enjoy working with traditional film.Created in 1992 by the Calgary Society of Indepe...
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128
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<dbpedia:$100_hamburger>
$100 hamburger
$100 hamburger "\hundred-dollar hamburger") is aviation slang for the excuse a general aviation pilot might use to fly.A $100 hamburger trip typically involves flying a short distance (less than two hours), eating at an airport restaurant, and flying home. "$100" originally referred to the approximate cost of renting ...
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128
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<dbpedia:$25_Million_Dollar_Hoax>
$25 Million Dollar Hoax
$25 Million Dollar Hoax is an unscripted television series that was originally shown on American network NBC in November 2004.
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128
29
<dbpedia:$40_a_Day>
$40 a Day
$40 a Day is a Food Network show hosted by Rachael Ray. In each episode, Rachael takes a one-day trip to an American, Canadian, or European city with only US$40 to spend on food.
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128
46
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johannhartmann/pgturbohybrid_dbpedia_colbert

Precomputed DBpedia ColBERT multivectors for pgturbohybrid benchmark runs.

The dataset stores packed little-endian float16 values for the document and query embeddings. Importing these rows into PostgreSQL avoids llama.cpp embedding generation during retrieval/index benchmarks.

This compact export stores half-precision values and reconstructs turbohybrid_multivector values on import. Use it for benchmark loading where avoiding runtime model generation is more important than bit-exact float32 round-trips.

Contents

  • Documents: 1,000,000
  • Queries: 381
  • Qrels: 6,411
  • Embedding dimension: 128
  • Embedding format: float16_le

Files

  • docs/*.parquet: doc_id, title, body, colbert_values_f16, colbert_dim, colbert_count
  • queries/*.parquet: query_id, query_text, colbert_values_f16, colbert_dim, colbert_count
  • qrels/*.parquet: query_id, doc_id, relevance
  • metadata.json: source model, row counts, schema version, and export command

Model

  • GGUF: johannhartmann/SauerkrautLM-Multi-ColBERT-15m-GGUF
  • Source model: VAGOsolutions/SauerkrautLM-Multi-ColBERT-15m

Import

hf download johannhartmann/pgturbohybrid_dbpedia_colbert --type dataset \
  --local-dir .nix-dev/hf-datasets/dbpedia-colbert-multivector-1m

nix --extra-experimental-features 'nix-command flakes' develop .#bench --command \
  th-dbpedia-colbert-hf-dataset import \
  --source .nix-dev/hf-datasets/dbpedia-colbert-multivector-1m
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