Mxbai-large-v1 EmbedPress
Collection
Large datasets of mxbai-large-v1 embeddings with their truncated texts. Useful for distillation • 13 items • Updated • 2
id stringlengths 6 8 | text stringlengths 10 664 | embedding list |
|---|---|---|
25429730 | Are group 2 innate lymphoid cells ( ILC2s ) increased in chronic rhinosinusitis with nasal polyps or eosinophilia? | [
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25433161 | Does vagus nerve contribute to the development of steatohepatitis and obesity in phosphatidylethanolamine N-methyltransferase deficient mice? | [
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25445714 | Does psammaplin A induce Sirtuin 1-dependent autophagic cell death in doxorubicin-resistant MCF-7/adr human breast cancer cells and xenografts? | [
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25431941 | Is methylation of the FGFR2 gene associated with high birth weight centile in humans? | [
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25432519 | Do tumor-infiltrating immune cell profiles and their change after neoadjuvant chemotherapy predict response and prognosis of breast cancer? | [
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25440440 | Is hidradenitis suppurativa a systemic disease with substantial comorbidity burden : a chart-verified case-control analysis? | [
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25444977 | Does reference range for serum and salivary testosterone in young men of Mediterranean region? | [
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25429648 | Are secretory phospholipases A2 secreted from ciliated cells and increase mucin and eicosanoid secretion from goblet cells? | [
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25424148 | Is admission hyperglycemia associated with failed reperfusion following fibrinolytic therapy in patients with STEMI : results of a retrospective study? | [
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25447560 | Do systematic Reviews Published in Emergency Medicine Journals Routinely Search Clinical Trials Registries : A Cross-Sectional Analysis? | [
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25447567 | Do obese patients with idiopathic pulmonary fibrosis have a higher 90-day mortality risk with bilateral lung transplantation? | [
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25445624 | Does promoter variant rs2301228 on the neural cell adhesion molecule 1 gene confer risk of schizophrenia in Han Chinese? | [
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25445628 | Are [ Higher nitric oxide levels associated with disease activity in Egyptian rheumatoid arthritis patients ]? | [
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Embedpress: mixedbread large on the PubmedQA queries dataset
This is the query portion of the PubmedQA dataset, embedded with Mixedbread AI's mixedbread-ai/mxbai-embed-large-v1. For each document, we take the first 510 tokens (the model's max length -2 special tokens), and embed it, not using any instructions. Because the model was trained using Matryoshka Representation Learning, these embeddings can safely be truncated.
These are mainly useful for large-scale knowledge distillation.
The dataset consists of 272k rows, each row has three keys:
id: the original id in the fineweb sampleembedding: The 1024-dimensional embeddingtext: The original text, truncated to the slice that was actually seen by the model
Because we truncate the original text, this can be directly used for training in, e.g., sentence-transformers, without having to worry about manually truncating text, matching etc.
Acknowledgments
Thanks Mixedbread AI for a GPU grant for research into small retrieval models.
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Size of downloaded dataset files:
547 MB
Size of the auto-converted Parquet files:
547 MB
Number of rows:
272,518