The MiniPile Challenge for Data-Efficient Language Models
Paper • 2304.08442 • Published • 1
Datasets:
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0.... | HUNTSVILLE, Ala. _ Something just didn't feel right about that Purple Heart medal up for grabs in an Illinois garage sale.
The conviction led the buyer on an information quest that ended in Gurley last week when the medal was presented to the family of the long-deceased soldier.
The recipient. private first class Veer ... |
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-0.... | Please take a short survey to tell us what you want to see in our articles. This will help us keep the blog interesting and will just take a minute.
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-0.03793717175722122... | Top 30 airport in the world renovation renderings feature ArchVision RPC Content.
Over and to view additional renderings visit the official CVG airport website. |
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0.0041... | Beowulf manuscript (c) Michael Bodian
“The British Library aims to digitise its 25,000 medieval manuscripts, so readers around the world can see them. Here are six of the rarest” including the Beowulf manuscript (shown above; photo (c) Michael Bodian). via Lines of beauty: British Library’s medieval manuscripts go digi... |
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-0.0... | Are your hands getting tired yet? Today's prompt: write a poem in honor of baseball's Opening Day! I'd write one about how my head must have a ball magnet inside of it, because no matter where I am, if balls are flying around (!), I'll be out cold before the seventh quarter. GOOOOOOOOOAL!
Lake Sketch
—For Brian Ang
Wha... |
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0.01968... | Introducing Davidoff Coffee
We are proud to introduce you to Davidoff coffee. Like a fine blended whiskey, Davidoff selects its beans from the world’s best growing regions and then perfectly roasts and blends to create the perfect cup of coffee.
Davidoff cafe received its name from its founder, Zino Davidoff, a Swiss e... |
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-... | What a sweet & perfect wedding day for Amy & Alex! They had their wedding & reception at a family friend’s house with lots of land and a beautiful lake – completely breathtaking! The details were amazing & fit them so well – perfect for a good, southern wedding. We were excited that Amy was willing to hop into a paddle... |
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-0.00... | Addressing the “summer break’s here” attitude!
May 8th, 2011 by Cathy Jo Nelson
I sent this in an email to staff, and shared via facebook too. This is a snippet from my reader (Jenny Lucca’s Lucacept–Intercepting the Web) about a recent Ted Talk (Formal Title — Ted: Ideas Worth Sharing). Ted is pretty much a favorite v... |
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... | For businesses looking to implement their first supply chain integration systems, or those looking to improve that which they already have, the future of the methodology will remain of interest. The continued explosion of hosted systems (also known as Software as a Service – SaaS), has already begun to radically alter ... |
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- Making water safe to drink: discussing different methods of turning dirty water into safe, drinkable water for different communities.
- Hand washing: explaining how hands carry germs and encouraging correct hand-washing procedures. (Today, by the way, is Global Handwashing Day.)
- Handling human waste: explaining ho... |
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0.00... | ShowYouSuck x Stefan Ponce - Girls, Girls, Girls [Free Ep]
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End of preview. Expand in Data Studio
Containing 768-dimensional embedding vectors derived from the "content" column of the RefinedWeb dataset.
The embeddings were generated using the E5-Base-4k model with a context length of 1024, employing scaled dot-product attention.
Original dataset:
This dataset bases as derivative work on RefinedWeb, an English web dataset created by the TII (Technology Innovation Institute).
Attribution is given to the TII as original authors of the RefinedWeb dataset as per Section 4 of RefinedWeb's Open Data Commons Attribution License (ODC-By).
Produced with the MiniCorpus pipeline, an investigation of the MiniPile data-distillation method (Kaddour, 2023).
- Embedding Model: E5-Base-4k
- Embedding Dimensions: 768
- Embedding Context Length: 1024 tokens
- Embedding Implementation Specifics: Scaled Dot-Product Attention
- Embedding Scope: For embedding, all but the "content" field are disregarded.
Original Dataset Link:
https://huggingface.co/datasets/tiiuae/falcon-refinedweb
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