Mxbai-large-v1 EmbedPress
Collection
Large datasets of mxbai-large-v1 embeddings with their truncated texts. Useful for distillation • 13 items • Updated • 2
Datasets:
id stringlengths 1 7 | text stringlengths 3 1.64k | embedding list |
|---|---|---|
0 | The presence of communication amid scientific minds was equally important to the success of the Manhattan Project as scientific intellect was. The only cloud hanging over the impressive achievement of the atomic researchers and engineers is what their success truly meant; hundreds of thousands of innocent lives obliter... | [
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1 | The Manhattan Project and its atomic bomb helped bring an end to World War II. Its legacy of peaceful uses of atomic energy continues to have an impact on history and science. | [
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2 | Essay on The Manhattan Project - The Manhattan Project The Manhattan Project was to see if making an atomic bomb possible. The success of this project would forever change the world forever making it known that something this powerful can be manmade. | [
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3 | The Manhattan Project was the name for a project conducted during World War II, to develop the first atomic bomb. It refers specifically to the period of the project from 194 ⦠2-1946 under the control of the U.S. Army Corps of Engineers, under the administration of General Leslie R. Groves. | [
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4 | versions of each volume as well as complementary websites. The first websiteâThe Manhattan Project: An Interactive Historyâis available on the Office of History and Heritage Resources website, http://www.cfo. doe.gov/me70/history. The Office of History and Heritage Resources and the National Nuclear Security | [
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5 | The Manhattan Project. This once classified photograph features the first atomic bomb â a weapon that atomic scientists had nicknamed Gadget.. The nuclear age began on July 16, 1945, when it was detonated in the New Mexico desert. | [
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6 | Nor will it attempt to substitute for the extraordinarily rich literature on the atomic bombs and the end of World War II. This collection does not attempt to document the origins and development of the Manhattan Project. | [
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7 | Manhattan Project. The Manhattan Project was a research and development undertaking during World War II that produced the first nuclear weapons. It was led by the United States with the support of the United Kingdom and Canada. From 1942 to 1946, the project was under the direction of Major General Leslie Groves of the... | [
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8 | In June 1942, the United States Army Corps of Engineersbegan the Manhattan Project- The secret name for the 2 atomic bombs. | [
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9 | One of the main reasons Hanford was selected as a site for the Manhattan Project's B Reactor was its proximity to the Columbia River, the largest river flowing into the Pacific Ocean from the North American coast. | [
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10 | group discussions, community boards or panels with a third party, or victim and offender dialogues, and requires a skilled facilitator who also has sufficient understanding of sexual assault, domestic violence, and dating violence, as well as trauma and safety issues. | [
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11 | punishment designed to repair the damage done to the victim and community by an offender's criminal act. Ex: community service, Big Brother program indeterminate sentence | [
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End of preview. Expand in Data Studio
Embedpress: mixedbread large on MsMarco
This is the full MsMarco corpus, 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 8.8 million 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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