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Q&A Document Retrieval With DPR
|
2021-04-15 15:00:10 UTC
|
https://youtu.be/DBsxUSUhfRg
|
DBsxUSUhfRg
|
UCv83tO5cePwHMt1952IVVHw
|
DBsxUSUhfRg-t879.4799999999999
|
And let's just see how that goes
| 879.48 | 887.5 |
Q&A Document Retrieval With DPR
|
2021-04-15 15:00:10 UTC
|
https://youtu.be/DBsxUSUhfRg
|
DBsxUSUhfRg
|
UCv83tO5cePwHMt1952IVVHw
|
DBsxUSUhfRg-t882.04
| 882.04 | 887.5 |
|
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t0.0
|
Today we're going to continue with the Huckabase data sets series
| 0 | 9.38 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t5.82
|
And we're going to have a look at how to use the builder scripts
| 5.82 | 13.14 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t9.38
|
So with the builder scripts we can either we can do a few things so we can
| 9.38 | 15.82 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t13.82
|
include data pre-processing
| 13.82 | 18.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t16.06
|
within the data loading pipeline
| 16.06 | 26 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t19.48
|
We can stream from a another sort of remote data source, which is pretty useful if you are
| 19.48 | 32.68 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t26.0
|
using a data set where the owners of that data set want the data to be streamed from their server
| 26 | 39.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t32.96
|
Which happens quite a lot or if you know, maybe you have your data set split into multiple
| 32.96 | 43.24 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t39.64
|
Files or you have images in your data set or something along those lines
| 39.64 | 48.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t44.04
|
In those cases, you always need to use one of these data set building scripts
| 44.04 | 56 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t48.48
|
So what I'm first going to do very quickly is show you how I created a compressed file for this demo
| 48.48 | 58.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t56.36
|
So we're going to create
| 56.36 | 65.64 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t58.68
|
Let me show you so we're gonna go over here. So into this James Callum HF data sets repo on github
| 58.68 | 73.8 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t66.32
|
01 builder script we're going to here and you you will see this file here. So this data set tar gz file
| 66.32 | 80.56 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t73.8
|
So this is a zip or compressed file and we're actually going to stream our data from
| 73.8 | 83.56 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t81.24
|
This exact location. So if you
| 81.24 | 92.5 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t84.12
|
We go on here. I see we have this download link download button. We're just going to copy that link address and we're gonna use that to
| 84.12 | 96.02 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t93.36
|
Stream our data into into the data
| 93.36 | 98.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t96.75999999999999
|
data set building script
| 96.76 | 100.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t98.36
|
so very quickly
| 98.36 | 104.68 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t100.36
|
How did I build that you can actually have a look at this file here?
| 100.36 | 112.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t105.16
|
So all I'm doing is I'm taking this the reddit topics data set that I've built already very similar to the dates that we used
| 105.16 | 114.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t112.72
|
in the last video
| 112.72 | 117.88 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t114.8
|
It's just a little bit bigger. So it's not massive
| 114.8 | 120.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t118.68
|
3.7
| 118.68 | 122.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t120.36
|
3.8 thousand rows
| 120.36 | 128.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t122.36
|
All it converts pandas convert to a dictionary or using the the records orientation
| 122.36 | 130.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t128.36
|
and then
| 128.36 | 133.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t130.28
|
Save that as a JSON L or JSON lines file
| 130.28 | 135 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t134.0
|
then
| 134 | 135.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t135.0
|
we
| 135 | 140.32 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t135.96
|
compressed it using this so you'll probably if you have your own data set and you want to compress it and
| 135.96 | 146.12 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t140.64000000000001
|
Kind of follow the same steps of doing here. This is what you will need. So you need to add
| 140.64 | 149.64 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t146.92000000000002
|
your data set file to the
| 146.92 | 158 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t149.64
|
Zipped compressed file here and you choose to half file that this I believe is actually installed by default
| 149.64 | 162.2 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t158.11999999999998
|
With Python so you won't have to pivot install that so with all of that
| 158.12 | 169.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t162.2
|
We can go ahead and actually look at how we build our data building script. So we start with a template
| 162.2 | 172.56 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t170.56
|
first so come over to
| 170.56 | 175.16 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t172.6
|
hugging face here and go data sets and
| 172.6 | 179.52 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t175.16
|
And let's go squad, okay, so
| 175.16 | 184.76 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t180.44
|
go here so squad is just a very popular data set and
| 180.44 | 189.24 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t185.88
|
I think among the tutorials they use it as a
| 185.88 | 194.6 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t190.76
|
As like a template for building your own scripts
| 190.76 | 195.12 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t194.6
|
um
| 194.6 | 202.24 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t195.12
|
And that's probably where I got this from but I just by default I go to this data set and use this my template if I'm
| 195.12 | 206 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t202.24
|
building a new data set loading script, so
| 202.24 | 210.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t206.60000000000002
|
Come over here. So within the build script. I have a few things here
| 206.6 | 216.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t211.48000000000002
|
Jason lines just you can see what was in there. I can actually delete that. I don't need that anymore
| 211.48 | 219.8 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t217.8
|
So just remove that
| 217.8 | 223.56 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t221.36
|
What I want to do is create a
| 221.36 | 229.08 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t224.16000000000003
|
Python file and I'm going to name it the same as my data set
| 224.16 | 233.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t229.08
|
So I'm I'm gonna call this the reddit
| 229.08 | 235.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t234.20000000000002
|
topics
| 234.2 | 237.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t235.96
|
tar GZ
| 235.96 | 241.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t238.56
|
And that's what I'm gonna call this this data set
| 238.56 | 246.24 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t244.24
|
Okay
| 244.24 | 248.76 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t246.76000000000002
|
And
| 246.76 | 256.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t249.44
|
This all okay, we're gonna modify a lot of this but for now, I'm not going to touch too much we just want to
| 249.44 | 261.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t256.04
|
Um, once first on the essential things that we need here. So first thing we don't need this
| 256.04 | 264.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t261.48
|
It's like added complexity that isn't necessary
| 261.48 | 266.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t265.04
|
class
| 265.04 | 268.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t266.72
|
We'll call it so reddit
| 266.72 | 274.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t269.96000000000004
|
Tar GZ, I suppose it's fine already topics
| 269.96 | 276.84 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t274.84000000000003
|
tar GZ
| 274.84 | 280.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t277.44
|
Builder configs this doesn't matter
| 277.44 | 284.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t280.48
|
This does matter we will mess around that later not now
| 280.48 | 290.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t285.96000000000004
|
So what does let's focus on what actually matters right now?
| 285.96 | 296.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t290.04
|
So the here we have this download manager and we're gonna we're gonna look at download manager a bit more in the next video, but
| 290.04 | 299.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t297.48
|
for now download manager is
| 297.48 | 303.88 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t300.28000000000003
|
essentially a hugging face state sets utility that allows us to
| 300.28 | 306.24 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t304.72
|
given a particular
| 304.72 | 311.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t306.24
|
file either local or on the internet we can download it and
| 306.24 | 316.24 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t312.12
|
Extract the contents of it. So this is why I formatted the
| 312.12 | 320.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t317.68
|
Date sets file as a tar GZ file
| 317.68 | 326.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t322.32
|
Because I want to use this download and extract function or method
| 322.32 | 333.64 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t327.2
|
So what we need to do is in your so I'm gonna change this to URL. I'm gonna come up here where we define
| 327.2 | 335.64 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t333.64
|
URL
| 333.64 | 340.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t335.76
|
Actually move that and here I'm going to replace that with the
| 335.76 | 343.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t341.47999999999996
|
Location that I copied earlier. So
| 341.48 | 350.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t344.44
|
See if that actually that won't work. So I need to copy it again. So if I go to here
| 344.44 | 354.68 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t351.15999999999997
|
The repo again. Good zero and build a script the
| 351.16 | 360.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t355.4
|
Location of the compressed file go there and then where it says download
| 355.4 | 364.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t360.48
|
I'm going to copy that link and I'm gonna put in here. Okay, so
| 360.48 | 367.6 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t365.6
|
with that
| 365.6 | 370.88 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t368.64000000000004
|
Description we can know demo
| 368.64 | 376.6 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t373.16
|
We'll change the other things later with that
| 373.16 | 383.32 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t378.16
|
We or this here will kind of almost work so this is just one thing so
| 378.16 | 386.4 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t384.40000000000003
|
We're downloading this URL, but
| 384.4 | 390.24 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t386.4
|
With squad there were two URLs. Okay, so
| 386.4 | 396.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t390.88
|
If I actually go back a little bit you see that there is these two years one for the training set one for the development
| 390.88 | 398.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t396.71999999999997
|
set and
| 396.72 | 400.88 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t398.88
|
We only have one so we actually
| 398.88 | 405.52 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t401.03999999999996
|
Need to modify this a little bit to deal with just one day. So not two
| 401.04 | 412.4 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t405.84
|
So here we need to return split generator. We actually just remove this one the validation
| 405.84 | 416.64 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t412.4
|
split because we just have a training split and the download files
| 412.4 | 419.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t417.52
|
is actually
| 417.52 | 425.44 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t419.28
|
Not going to be this it's going to be so this is basically going to show us a path to a particular location
| 419.28 | 429.92 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t425.91999999999996
|
Let me show you exactly what it's doing. Okay, so we're going to do from
| 425.92 | 432.96 |
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