Super-squash branch 'main' using huggingface_hub

.gitattributes

@@ -0,0 +1,55 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+language:
+- en
+license: apache-2.0
+size_categories:
+- 10K<n<100K
+task_categories:
+- text-generation
+configs:
+- config_name: all
+  data_files:
+  - split: train
+    path: all/train-*
+  - split: validation
+    path: all/validation-*
+  - split: test
+    path: all/test-*
+- config_name: c_and_cpp
+  data_files:
+  - split: train
+    path: c_and_cpp/train-*
+  - split: validation
+    path: c_and_cpp/validation-*
+  - split: test
+    path: c_and_cpp/test-*
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: validation
+    path: data/validation-*
+  - split: test
+    path: data/test-*
+- config_name: docs_and_configs
+  data_files:
+  - split: train
+    path: docs_and_configs/train-*
+  - split: validation
+    path: docs_and_configs/validation-*
+  - split: test
+    path: docs_and_configs/test-*
+- config_name: javascript
+  data_files:
+  - split: train
+    path: javascript/train-*
+  - split: validation
+    path: javascript/validation-*
+  - split: test
+    path: javascript/test-*
+dataset_info:
+- config_name: all
+  features:
+  - name: section
+    dtype: string
+  - name: filename
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 498751093.0
+    num_examples: 27498
+  - name: validation
+    num_bytes: 26638283.0
+    num_examples: 1527
+  - name: test
+    num_bytes: 25999454.0
+    num_examples: 1530
+  download_size: 181559230
+  dataset_size: 551388830.0
+- config_name: c_and_cpp
+  features:
+  - name: section
+    dtype: string
+  - name: filename
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 77766288.48753309
+    num_examples: 8157
+  - name: validation
+    num_bytes: 4318760.412511033
+    num_examples: 453
+  - name: test
+    num_bytes: 4328294.09995587
+    num_examples: 454
+  download_size: 29920612
+  dataset_size: 86413343
+- config_name: default
+  features:
+  - name: section
+    dtype: string
+  - name: filename
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 187113233.13447574
+    num_examples: 12394
+  - name: validation
+    num_bytes: 10401889.432762126
+    num_examples: 689
+  - name: test
+    num_bytes: 10401889.432762126
+    num_examples: 689
+  download_size: 74676703
+  dataset_size: 207917011.99999997
+- config_name: docs_and_configs
+  features:
+  - name: section
+    dtype: string
+  - name: filename
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 27004737.076526225
+    num_examples: 3140
+  - name: validation
+    num_bytes: 1496440.8443680138
+    num_examples: 174
+  - name: test
+    num_bytes: 1505041.079105761
+    num_examples: 175
+  download_size: 14090699
+  dataset_size: 30006219
+- config_name: javascript
+  features:
+  - name: section
+    dtype: string
+  - name: filename
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 204347030.4
+    num_examples: 3807
+  - name: validation
+    num_bytes: 11325774.471867612
+    num_examples: 211
+  - name: test
+    num_bytes: 11379451.128132388
+    num_examples: 212
+  download_size: 60838679
+  dataset_size: 227052256
+tags:
+- code
+- python
+- cpp
+- javascript
+---
+# Dataset Card for "awesome-python-apps"
+
+
+This contains `.py` files for the following repos taken from `awesome-python-applications` (on GitHub [here](https://github.com/mahmoud/awesome-python-applications))
+
+
+<pre><font color="#268BD2"><b>abilian-sbe</b></font>                  <font color="#859900"><b>clone_repos.sh</b></font>   <font color="#268BD2"><b>invesalius3</b></font>   <font color="#268BD2"><b>photonix</b></font>       <font color="#268BD2"><b>sk1-wx</b></font>
+<font color="#268BD2"><b>ambar</b></font>                        <font color="#859900"><b>CONTRIBUTING.md</b></font>  <font color="#268BD2"><b>isso</b></font>          <font color="#268BD2"><b>picard</b></font>         <font color="#268BD2"><b>soundconverter</b></font>
+<font color="#268BD2"><b>apatite</b></font>                      <font color="#268BD2"><b>CTFd</b></font>             <font color="#268BD2"><b>kibitzr</b></font>       <font color="#268BD2"><b>pi-hole</b></font>        <font color="#268BD2"><b>soundgrain</b></font>
+<font color="#268BD2"><b>ArchiveBox</b></font>                   <font color="#268BD2"><b>Cura</b></font>             <font color="#268BD2"><b>KindleEar</b></font>     <font color="#268BD2"><b>planet</b></font>         <font color="#268BD2"><b>stargate</b></font>
+<font color="#268BD2"><b>archivematica</b></font>                <font color="#268BD2"><b>deluge</b></font>           <font color="#268BD2"><b>Lector</b></font>        <font color="#268BD2"><b>plover</b></font>         <font color="#268BD2"><b>streamlink</b></font>
+<font color="#268BD2"><b>autokey</b></font>                      <font color="#268BD2"><b>dissemin</b></font>         <font color="#268BD2"><b>lucaschess</b></font>    <font color="#268BD2"><b>pol</b></font>            <font color="#268BD2"><b>Sunflower</b></font>
+<font color="#268BD2"><b>awesome-python-applications</b></font>  <font color="#268BD2"><b>drawbot</b></font>          <font color="#268BD2"><b>mackup</b></font>        <font color="#268BD2"><b>posthog</b></font>        <font color="#268BD2"><b>supysonic</b></font>
+<font color="#268BD2"><b>babybuddy</b></font>                    <font color="#268BD2"><b>exaile</b></font>           <font color="#268BD2"><b>meshroom</b></font>      <font color="#859900"><b>projects.yaml</b></font>  <font color="#268BD2"><b>syncserver</b></font>
+<font color="#268BD2"><b>beancount</b></font>                    <font color="#268BD2"><b>flaskbb</b></font>          <font color="#268BD2"><b>mopidy</b></font>        <font color="#268BD2"><b>puddletag</b></font>      <font color="#268BD2"><b>templates</b></font>
+<font color="#268BD2"><b>beets</b></font>                        <font color="#268BD2"><b>flowblade</b></font>        <font color="#268BD2"><b>music-player</b></font>  <font color="#268BD2"><b>PyBitmessage</b></font>   <font color="#268BD2"><b>term2048</b></font>
+<font color="#268BD2"><b>bleachbit</b></font>                    <font color="#268BD2"><b>fofix</b></font>            <font color="#268BD2"><b>mylar</b></font>         <font color="#268BD2"><b>Pyfa</b></font>           <font color="#268BD2"><b>thumbor</b></font>
+<font color="#268BD2"><b>bookwyrm</b></font>                     <font color="#268BD2"><b>formspree</b></font>        <font color="#268BD2"><b>mypaint</b></font>       <font color="#268BD2"><b>pyload</b></font>         <font color="#859900"><b>TODO.md</b></font>
+<font color="#268BD2"><b>borg</b></font>                         <font color="#268BD2"><b>FreeCAD</b></font>          <font color="#268BD2"><b>neubot</b></font>        <font color="#268BD2"><b>pynocchio</b></font>      <font color="#268BD2"><b>tribler</b></font>
+<font color="#268BD2"><b>buku</b></font>                         <font color="#268BD2"><b>frescobaldi</b></font>      <font color="#268BD2"><b>newspipe</b></font>      <font color="#268BD2"><b>pyvideo</b></font>        <font color="#268BD2"><b>vidcutter</b></font>
+<font color="#268BD2"><b>Bup</b></font>                          <font color="#268BD2"><b>friture</b></font>          <font color="#268BD2"><b>nfoview</b></font>       <font color="#268BD2"><b>qis</b></font>            <font color="#268BD2"><b>whipper</b></font>
+<font color="#859900"><b>BY_PLATFORM.md</b></font>               <font color="#268BD2"><b>gaphor</b></font>           <font color="#268BD2"><b>notebooks</b></font>     <font color="#268BD2"><b>quodlibet</b></font>      <font color="#268BD2"><b>you-get</b></font>
+<font color="#268BD2"><b>Cactus</b></font>                       <font color="#268BD2"><b>-github</b></font>          <font color="#268BD2"><b>nyaa</b></font>          <font color="#268BD2"><b>qutebrowser</b></font>    <font color="#268BD2"><b>youtube-dl</b></font>
+<font color="#268BD2"><b>canto-curses</b></font>                 <font color="#268BD2"><b>gnuradio</b></font>         <font color="#268BD2"><b>ocropy</b></font>        <font color="#859900"><b>README.md</b></font>      <font color="#268BD2"><b>ZeroNet</b></font>
+<font color="#268BD2"><b>canto-next</b></font>                   <font color="#268BD2"><b>gpodder</b></font>          <font color="#268BD2"><b>OctoPrint</b></font>     <font color="#268BD2"><b>reddit</b></font>
+<font color="#268BD2"><b>cartoonify</b></font>                   <font color="#268BD2"><b>hangups</b></font>          <font color="#268BD2"><b>oncall</b></font>        <font color="#859900"><b>revisit.yaml</b></font>
+<font color="#268BD2"><b>CDDA-Game-Launcher</b></font>           <font color="#268BD2"><b>hosts</b></font>            <font color="#268BD2"><b>openshot-qt</b></font>   <font color="#268BD2"><b>sabnzbd</b></font>
+<font color="#268BD2"><b>ckan</b></font>                         <font color="#268BD2"><b>httpie</b></font>           <font color="#268BD2"><b>PhotoCollage</b></font>  <font color="#268BD2"><b>searx</b></font>
+</pre>
+
+
+## details
+
+There are different configs for different languages and one for 'dcoumentation' type stuff.  
+
+All of them should have the same column names, so if you want to use all of them for training it should be easy to aggregate them, just use the `concatenate_datasets` function + shuffle
+
+### by config
+
+#### python (default)
+
+- all of them have been formatted with `ruff`
+
+counts:
+
+<pre>(ki) <font color="#859900"><b>➜  </b></font><font color="#2AA198"><b>primerdata-for-LLMs</b></font> python
+Python 3.10.13 (main, Sep 11 2023, 13:44:35) [GCC 11.2.0] on linux
+Type &quot;help&quot;, &quot;copyright&quot;, &quot;credits&quot; or &quot;license&quot; for more information.
+&gt;&gt;&gt; from datasets import load_dataset
+&gt;&gt;&gt; 
+&gt;&gt;&gt; # If the dataset is gated/private, make sure you have run huggingface-cli login
+&gt;&gt;&gt; dataset = load_dataset(&quot;BEE-spoke-data/awesome-python-apps&quot;)
+&gt;&gt;&gt; dataset
+DatasetDict({
+    train: Dataset({
+        features: [&apos;section&apos;, &apos;filename&apos;, &apos;text&apos;],
+        num_rows: 12394
+    })
+    validation: Dataset({
+        features: [&apos;section&apos;, &apos;filename&apos;, &apos;text&apos;],
+        num_rows: 689
+    })
+    test: Dataset({
+        features: [&apos;section&apos;, &apos;filename&apos;, &apos;text&apos;],
+        num_rows: 689
+    })
+})
+</pre>
+
+
+##### token counts
+
+
+
+Llama (`use_fast=False`):
+
+<pre>           token_len
+count        12394.0
+mean     7863.521704
+std    266330.944961
+min            254.0
+25%            727.0
+50%           1417.0
+75%           3083.5
+max       27741612.0
+</pre>
+
+NeoX:
+
+<pre>          token_len
+count        12394.0
+mean     6615.093432
+std    213090.741642
+min            234.0
+25%            677.0
+50%           1326.0
+75%          2883.75
+max       22081563.0
+</pre>
+
+#### javascript
+
+<pre>
+INFO:__main__:Looking for files with extensions: [&apos;js&apos;, &apos;ts&apos;, &apos;tsx&apos;]
+Processing js files: 100%|██████████████████████████| 1441/1441 [00:00&lt;00:00, 2232.28it/s]
+Processing ts files: 100%|██████████████████████████| 1717/1717 [00:01&lt;00:00, 1343.75it/s]
+Processing tsx files: 100%|█████████████████████████| 1072/1072 [00:00&lt;00:00, 3929.08it/s]
+INFO:__main__:Found 4230 text files.
+INFO:__main__:Performing train-test split...
+INFO:__main__:Performing validation-test split...
+INFO:__main__:Train size: 3807
+INFO:__main__:Validation size: 211
+INFO:__main__:Test size: 212
+INFO:__main__:Pushing dataset to Huggingface hub (BEE-spoke-data/awesome-python-apps)...
+INFO:__main__:Using repo id:	BEE-spoke-data/awesome-python-apps, config name:	javascript
+</pre>
+
+#### c_and_cpp
+
+<pre>
+INFO:__main__:Looking for files with extensions: [&apos;c&apos;, &apos;h&apos;, &apos;i&apos;, &apos;cc&apos;, &apos;cpp&apos;, &apos;cxx&apos;, &apos;hpp&apos;, &apos;hxx&apos;, &apos;inl&apos;, &apos;ino&apos;, &apos;ixx&apos;, &apos;jxx&apos;, &apos;lxx&apos;, &apos;yxx&apos;]
+Processing c files: 100%|█████████████████████████████| 450/450 [00:00&lt;00:00, 2741.92it/s]
+Processing h files: 100%|███████████████████████████| 3616/3616 [00:00&lt;00:00, 4250.46it/s]
+Processing i files: 100%|██████████████████████████████████| 1/1 [00:00&lt;00:00, 197.47it/s]
+Processing cc files: 100%|██████████████████████████| 1386/1386 [00:00&lt;00:00, 4209.33it/s]
+Processing cpp files: 100%|█████████████████████████| 3015/3015 [00:00&lt;00:00, 3254.90it/s]
+Processing cxx files: 100%|█████████████████████████████| 10/10 [00:00&lt;00:00, 1203.77it/s]
+Processing hpp files: 100%|███████████████████████████| 268/268 [00:00&lt;00:00, 3523.76it/s]
+Processing hxx files: 100%|███████████████████████████| 257/257 [00:00&lt;00:00, 3406.82it/s]
+Processing inl files: 100%|█████████████████████████████| 56/56 [00:00&lt;00:00, 2770.02it/s]
+Processing ino files: 100%|████████████████████████████████| 1/1 [00:00&lt;00:00, 195.83it/s]
+Processing ixx files: 100%|████████████████████████████████| 1/1 [00:00&lt;00:00, 200.43it/s]
+Processing jxx files: 100%|████████████████████████████████| 1/1 [00:00&lt;00:00, 187.72it/s]
+Processing lxx files: 100%|████████████████████████████████| 1/1 [00:00&lt;00:00, 185.00it/s]
+Processing yxx files: 100%|████████████████████████████████| 1/1 [00:00&lt;00:00, 192.69it/s]
+INFO:__main__:Found 9064 text files.
+INFO:__main__:Performing train-test split...
+INFO:__main__:Performing validation-test split...
+INFO:__main__:Train size: 8157
+INFO:__main__:Validation size: 453
+INFO:__main__:Test size: 454
+INFO:__main__:Pushing dataset to Huggingface hub (BEE-spoke-data/awesome-python-apps)...
+INFO:__main__:Using repo id:	BEE-spoke-data/awesome-python-apps, config name:	c_and_cpp
+</pre>
+
+
+
+#### docs and configs
+
+<pre>INFO:__main__:Looking for files with extensions: [&apos;md&apos;, &apos;mdx&apos;, &apos;rst&apos;, &apos;txt&apos;, &apos;env&apos;, &apos;yml&apos;, &apos;yaml&apos;, &apos;toml&apos;, &apos;cfg&apos;, &apos;conf&apos;, &apos;config&apos;, &apos;gitignore&apos;, &apos;MD&apos;, &apos;mkd&apos;]
+Processing md files: 100%|███��████████████████████████| 741/741 [00:00&lt;00:00, 3664.75it/s]
+Processing mdx files: 100%|███████████████████████████████| 8/8 [00:00&lt;00:00, 1168.29it/s]
+Processing rst files: 100%|███████████████████████████| 699/699 [00:00&lt;00:00, 3901.65it/s]
+Processing txt files: 100%|███████████████████████████| 646/646 [00:00&lt;00:00, 3348.51it/s]
+Processing env files: 100%|████████████████████████████████| 1/1 [00:00&lt;00:00, 188.49it/s]
+Processing yml files: 100%|███████████████████████████| 650/650 [00:00&lt;00:00, 4145.67it/s]
+Processing yaml files: 100%|████████████████████████████| 62/62 [00:00&lt;00:00, 2146.06it/s]
+Processing toml files: 100%|████████████████████████████| 13/13 [00:00&lt;00:00, 1934.71it/s]
+Processing cfg files: 100%|███████████████████████████| 618/618 [00:00&lt;00:00, 3866.66it/s]
+Processing conf files: 100%|████████████████████████████| 21/21 [00:00&lt;00:00, 2169.95it/s]
+Processing config files: 100%|██████████████████████████| 20/20 [00:00&lt;00:00, 2146.14it/s]
+Processing gitignore files: 100%|██████████████████████████| 6/6 [00:00&lt;00:00, 890.83it/s]
+Processing MD files: 100%|█████████████████████████████████| 1/1 [00:00&lt;00:00, 197.70it/s]
+Processing mkd files: 100%|███████████████████████████████| 3/3 [00:00&lt;00:00, 3669.56it/s]
+INFO:__main__:Found 3489 text files.
+INFO:__main__:Performing train-test split...
+INFO:__main__:Performing validation-test split...
+INFO:__main__:Train size: 3140
+INFO:__main__:Validation size: 174
+INFO:__main__:Test size: 175
+INFO:__main__:Pushing dataset to Huggingface hub (BEE-spoke-data/awesome-python-apps)...
+INFO:__main__:Using repo id:	BEE-spoke-data/awesome-python-apps, config name:	docs_and_configs
+</pre>

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