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encoding
sequence | text
string | attention_mask
sequence |
|---|---|---|
[[0.0068359375,-0.26953125,0.240234375,-0.11865234375,0.1474609375,0.0308837890625,-0.00253295898437(...TRUNCATED) | "these birches can be found in many places in Europe - the photos is from a short trip to Baden-Bade(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) |
[[-0.00421142578125,-0.1259765625,-0.150390625,-0.050048828125,-0.1474609375,0.0908203125,-0.0012435(...TRUNCATED) | "Watch Survivor Redemption Island Season 22 Episode 11: A Mystery Package Online S22e11 Free Stream (...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) |
[[-0.004150390625,-0.146484375,0.19921875,-0.037109375,0.12353515625,-0.03564453125,-0.0034484863281(...TRUNCATED) | "Pesky?\nthis was a high school project for a president campaign in our government class, yes thats (...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) |
[[0.12890625,-0.28125,0.0380859375,0.041748046875,0.04150390625,-0.064453125,-0.005157470703125,-0.0(...TRUNCATED) | "metalkingdom.net [ 80′s @ 8 Feature Video – Big City Nights [VIDEO] By Chris Chapman March 13, (...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) |
[[-0.036376953125,-0.263671875,-0.0252685546875,0.051513671875,-0.09814453125,-0.013427734375,-0.005(...TRUNCATED) | "Splice Review\nBlack Ops Escalation Map Pack [VIDEO]\nScream 4 Review-No Spoilers\nBest seem\nThras(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) |
[[0.10888671875,-0.326171875,0.125,0.018310546875,0.1748046875,0.02685546875,-0.0019683837890625,-0.(...TRUNCATED) | "Billy Gibbons & Co., ‘Oh Well’ – Song Review\nJust days after the announcement of a new Fleet(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) |
[[-0.08203125,0.056884765625,0.1416015625,0.0908203125,0.12890625,-0.0167236328125,-0.00445556640625(...TRUNCATED) | "‘Silent Hill: Revelation 3D’ Review\nAs far as sub-literate, incomprehensible pieces of garbage(...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) |
[[0.197265625,-0.296875,0.09130859375,0.043701171875,0.08935546875,0.0810546875,-0.00002872943878173(...TRUNCATED) | "Taylor Swift, Justin Bieber, Lady Gaga + More Are Forbes’ Highest Paid Under 30\n?\nSwift nabbed (...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0(...TRUNCATED) |
[[-0.0174560546875,-0.2041015625,0.0791015625,0.09619140625,0.037841796875,-0.0166015625,-0.00390625(...TRUNCATED) | "All branches of the Imperial War Museum are commemorating the 70th anniversary of 1940 - the year w(...TRUNCATED) | [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) |
[[-0.1875,0.06005859375,0.2021484375,-0.0159912109375,-0.154296875,-0.130859375,-0.005828857421875,0(...TRUNCATED) | "Yep – It’s Another Do I Have To Dance All Night Post\nSometime in the past 24 hours, the Heck O(...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) |
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All of the data together is around 41GB. It's the last hidden states of 131,072 samples from refinedweb padded/truncated to 512 tokens on the left, fed through google/flan-t5-small.
Structure:
{
"encoding": List, shaped (512, 512) aka (tokens, d_model),
"text": String, the original text that was encoded,
"attention_mask": List, binary mask to pass to your model with encoding to not attend to pad tokens
}
just a tip, you cannot load this with the RAM in the free ver of google colab, not even a single file, streaming won't work either. I have 80gb RAM and it was barely enough to work with streaming.
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