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Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t866.1
|
Load file object or json object
| 866.1 | 876.5 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t871.86
|
And yeah, we just yield them so what would that do when we are loading
| 871.86 | 882.42 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t876.5
|
The function or when we are loading the data set over in hugging face data sets
| 876.5 | 886.42 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t883.06
|
This is going to be the thing that generates all of those all those items
| 883.06 | 888.98 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t887.54
|
so
| 887.54 | 890.98 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t888.98
|
What we should do now
| 888.98 | 892.9 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t891.06
|
is maybe we can
| 891.06 | 897.38 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t892.9
|
Maybe we can test it and see what happens. Um, it won't work straight away. We'll see
| 892.9 | 902.02 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t898.1
|
But let's try so what i'm going to do is i'm just going to copy all of this
| 898.1 | 904.66 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t902.66
|
then i'm going to come over to
| 902.66 | 910.98 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t904.66
|
Hugging face i'm going to click on my or icon right over here click new data set
| 904.66 | 913.62 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t911.62
|
I'm going to call it reddit topics
| 911.62 | 916.5 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t914.66
|
tar gc
| 914.66 | 918.1 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t916.5
|
create that
| 916.5 | 922.34 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t918.1
|
And i'm going to come to files i'm going to add a file create new file
| 918.1 | 926.34 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t923.14
|
And this is just going to be reddit topics
| 923.14 | 932.42 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t927.2199999999999
|
Tar gc. So the exact same file we created before i'm just going to paste all that code in there
| 927.22 | 936.18 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t932.42
|
Okay, so you see we have all this code. Uh, let's
| 932.42 | 938.74 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t936.74
|
Let's just remove this
| 936.74 | 944.5 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t939.14
|
I think it's that important. Uh, it's not squad anymore. So let's just call it reddit topics
| 939.14 | 948.18 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t946.02
|
Tar gc demo data set
| 946.02 | 953.38 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t949.2199999999999
|
One thing we do need is we need to import json. So that's good. That's already there
| 949.22 | 961.7 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t953.38
|
Um, we don't need this anymore, but let's keep it in there for now before we start removing everything creating more errors
| 953.38 | 964.82 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t962.98
|
So let's commit that
| 962.98 | 971.3 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t964.82
|
And then let's just try and see what happens. Okay, so i'm going to create a new file to test it. So i'm saying
| 964.82 | 974.42 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t972.42
|
test test data set
| 972.42 | 982.18 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t974.42
|
And what we're going to do is from data sets import load data set
| 974.42 | 988.66 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t985.3
|
And the data set we'll just call data load data set
| 985.3 | 994.18 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t992.02
|
And we can find the data set name over here
| 992.02 | 1,000.82 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t994.26
|
So i'm just going to copy click here copy that and there is just one split in this data set. So split equals train
| 994.26 | 1,008.42 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1000.82
|
Okay, let's see what happens. Okay, we download the build script so far so good downloads the data
| 1,000.82 | 1,013.22 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1009.62
|
And then we get this. Okay. What is this os error come down here?
| 1,009.62 | 1,015.78 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1013.7800000000001
|
cannot find data file
| 1,013.78 | 1,019.46 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1016.5
|
Okay, so we had a look at this so without this
| 1,016.5 | 1,026.82 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1020.2600000000001
|
Dot here. Uh, we can see that data file is there so we have our first error, um, which was not on purpose
| 1,020.26 | 1,028.9 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1026.9
|
But that's fine
| 1,026.9 | 1,035.06 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1028.9
|
So the reason we have that is because here I we put a dot i'm not sure why that so let's save that
| 1,028.9 | 1,039.78 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1035.14
|
And actually, let's just edit it in the in the web editor here as well
| 1,035.14 | 1,044.58 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1042.5800000000002
|
So let's remove that
| 1,042.58 | 1,046.34 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1044.8200000000002
|
commit changes
| 1,044.82 | 1,052.58 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1046.3400000000001
|
And then let's try again. Okay, let's come up here. Let's clear everything restart and let's go again
| 1,046.34 | 1,057.78 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1053.22
|
Okay, so now we get this key error. So what does that mean key error context?
| 1,053.22 | 1,059.06 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1057.78
|
Context
| 1,057.78 | 1,064.34 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1059.06
|
Okay, I don't remember putting context anywhere. So let's have a look at the builder script
| 1,059.06 | 1,069.86 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1065.3
|
And if we okay, let's have a look. Okay here we have this so we haven't modified this yet
| 1,065.3 | 1,072.58 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1070.58
|
Now what is this telling us?
| 1,070.58 | 1,076.26 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1072.8999999999999
|
Um, it's basically telling the data set builder
| 1,072.9 | 1,080.42 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1076.98
|
Which features to expect in the data set?
| 1,076.98 | 1,086.58 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1080.42
|
So basically down here we're kind of feeding in these these different features. We're feeding in these these records
| 1,080.42 | 1,092.02 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1086.58
|
Each record is a key value pair. So the keys are the feature names and the values are obviously values
| 1,086.58 | 1,094.18 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1092.02
|
Which have a particular data type now?
| 1,092.02 | 1,096.26 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1095.22
|
here
| 1,095.22 | 1,099.86 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1096.26
|
We have the the feature names. So the keys
| 1,096.26 | 1,107.06 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1100.98
|
But they are not aligned to our actual data set. These are using the squad data set key value pairs
| 1,100.98 | 1,110.66 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1108.6599999999999
|
So we need to come over to this file and we can
| 1,108.66 | 1,118.18 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1110.66
|
Or get those features specific to our data set from there. So let's take these i'm going to copy them across here
| 1,110.66 | 1,119.94 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1118.98
|
and
| 1,118.98 | 1,121.94 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1119.94
|
all i'm going to do is actually
| 1,119.94 | 1,123.78 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1122.66
|
just
| 1,122.66 | 1,126.18 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1123.78
|
Write those here. Okay, so we have
| 1,123.78 | 1,128.98 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1126.8200000000002
|
a subtitle self text
| 1,126.82 | 1,133.14 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1131.14
|
Upvote ratio
| 1,131.14 | 1,140.1 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1133.14
|
Uh, we have oh we have id and we also have another one so let's create another
| 1,133.14 | 1,143.86 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1141.38
|
Well, actually, let's make this one more normal first the id
| 1,141.38 | 1,151.88 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1147.3000000000002
|
Is this and then we have one more which is created utc
| 1,147.3 | 1,161.96 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1151.88
|
Okay, now we can try this it's not going to work again, but let's try
| 1,151.88 | 1,167.8 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1166.2
|
Yeah, let's rerun this
| 1,166.2 | 1,169.72 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1167.8000000000002
|
See what happens
| 1,167.8 | 1,174.44 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1169.72
|
Okay. So actually it does work, but it's not working in the way that we might expect so
| 1,169.72 | 1,177.64 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1175.4
|
If we have a look at data
| 1,175.4 | 1,180.36 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1178.7600000000002
|
and zero
| 1,178.76 | 1,182.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1180.36
|
Okay, we have
| 1,180.36 | 1,186.84 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1182.04
|
Subtitle self text and then we come down here. There's a lot in this self text
| 1,182.04 | 1,191 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1187.3999999999999
|
Um, but so just look at this. So the upvote ratio
| 1,187.4 | 1,195.56 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1191.56
|
Which is a floating point number is now a string
| 1,191.56 | 1,198.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1196.4399999999998
|
The id that's fine
| 1,196.44 | 1,204.76 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1198.28
|
We should expect that and the created utc which is also a floating point number is now a string as well. So
| 1,198.28 | 1,210.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1204.76
|
So there's a bit of an issue here. Basically if we if we go back to our script
| 1,204.76 | 1,215.32 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1212.52
|
When we are feeding the features through this
| 1,212.52 | 1,218.52 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1216.52
|
feature specification
| 1,216.52 | 1,223.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1218.76
|
It's seeing that we're saying everything should be a string and it's converting everything into a string
| 1,218.76 | 1,229.8 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1223.96
|
We don't actually want everything to be a string. So what we need to do here is use a specific
| 1,223.96 | 1,232.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1230.34
|
apache arrow
| 1,230.34 | 1,239.08 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1232.04
|
Data type identifiers for different things. So for example flow that we have here. Okay, so let's go ahead and have a look at how
| 1,232.04 | 1,245.64 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1240.28
|
What that might be so to find that i'm just going to type like apache arrow data types
| 1,240.28 | 1,250.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1247.32
|
Here so apache arrow data types and schemas
| 1,247.32 | 1,253.48 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1251.48
|
schemas maybe
| 1,251.48 | 1,260.12 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1253.6399999999999
|
Uh, we come here and we can see we can see a load of these so we have we have integer values unsigned integers
| 1,253.64 | 1,262.12 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1260.12
|
And then we have floats. So
| 1,260.12 | 1,267.16 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1262.52
|
I'm going to say okay single precision floating point type is perfect
| 1,262.52 | 1,274.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1267.4799999999998
|
Okay, so i'm just going to copy that float 32 and i'm going to put that for created utc and also the operator ratio
| 1,267.48 | 1,276.84 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1274.84
|
Okay, i'm going to save that
| 1,274.84 | 1,282.04 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1277.08
|
I'm going to change a few things that we don't we don't actually need so i'm going to remove this task template because we can't
| 1,277.08 | 1,284.84 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1282.04
|
Do question answering with this data set. Um
| 1,282.04 | 1,290.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1284.84
|
Um, no, we can't at least not extractive question answering or can't train with that
| 1,284.84 | 1,293.08 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1291.08
|
for the home page
| 1,291.08 | 1,296.28 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1294.04
|
Let's let's put this I suppose
| 1,294.04 | 1,301.88 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1298.36
|
Okay, supervised keys is none
| 1,298.36 | 1,306.14 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1302.84
|
And what else do we have here? So subscription
| 1,302.84 | 1,309.4 |
Hugging Face Datasets #2 - Dataset Builder Scripts
|
2022-09-23 14:45:22 UTC
|
https://youtu.be/ODdKC30dT8c
|
ODdKC30dT8c
|
UCv83tO5cePwHMt1952IVVHw
|
ODdKC30dT8c-t1307.0
|
Uh, so it's a demo. We know that okay
| 1,307 | 1,312.6 |
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