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1.74k
2023-04-03
model
Ab0
foo-model
1
2023-04-03
model
AndrewMcDowell
wav2vec2-xls-r-300m-japanese
2
2023-04-03
model
Cilan
dalle-knockoff
5
2023-04-03
model
DevsIA
imagenes
1
2023-04-03
model
DrishtiSharma
wav2vec2-large-xls-r-300m-br-d2
1
2023-04-03
model
DrishtiSharma
wav2vec2-large-xls-r-300m-hi-wx1
1
2023-04-03
model
DrishtiSharma
wav2vec2-large-xls-r-300m-hsb-v1
1
2023-04-03
model
DrishtiSharma
wav2vec2-large-xls-r-300m-or-d5
1
2023-04-03
model
DrishtiSharma
wav2vec2-large-xls-r-300m-sr-v4
1
2023-04-03
model
ErykWdowiak
GPTalian
1
2023-04-03
model
Mary222
GPT2_standard
1
2023-04-03
model
Nuwaisir
Quran_speech_recognizer
1
2023-04-03
model
Plim
xls-r-1b-cv_8-fr
1
2023-04-03
model
Plim
xls-r-300m-cv_8-fr
1
2023-04-03
model
Plim
xls-r-300m-lm-fr
1
2023-04-03
model
Quick
mindall-e
1
2023-04-03
model
RASMUS
wav2vec2-xlsr-1b-et
1
2023-04-03
model
RASMUS
wav2vec2-xlsr-1b-ru
1
2023-04-03
model
RASMUS
wav2vec2-xlsr-fi-lm-1B
1
2023-04-03
model
RASMUS
wav2vec2-xlsr-fi-train-aug-lm-1B
1
2023-04-03
model
Rajan
NepaliPos
1
2023-04-03
model
Random0-0
DialoGPT-small-Azomekern
1
2023-04-03
model
SebastianS
dummy-model
3
2023-04-03
model
SriramSridhar78
sriram-car-classifier
1
2023-04-03
model
Tahsin-Mayeesha
wav2vec2-bn-300m
2
2023-04-03
model
TristanBehrens
js-fakes-4bars
1
2023-04-03
model
aapot
wav2vec2-xlsr-1b-finnish-lm-v2
1
2023-04-03
model
aapot
wav2vec2-xlsr-1b-finnish-lm
1
2023-04-03
model
aapot
wav2vec2-xlsr-1b-finnish-v2
1
2023-04-03
model
aapot
wav2vec2-xlsr-1b-finnish
1
2023-04-03
model
aapot
wav2vec2-xlsr-300m-finnish-lm
1
2023-04-03
model
aapot
wav2vec2-xlsr-300m-finnish
1
2023-04-03
model
anuragshas
wav2vec2-large-xls-r-300m-as
1
2023-04-03
model
anuragshas
wav2vec2-large-xls-r-300m-ha-cv8
1
2023-04-03
model
anuragshas
wav2vec2-large-xls-r-300m-mr
1
2023-04-03
model
anuragshas
wav2vec2-large-xls-r-300m-or
1
2023-04-03
model
anuragshas
wav2vec2-large-xls-r-300m-pa-in
1
2023-04-03
model
anuragshas
wav2vec2-large-xls-r-300m-ur-cv8
1
2023-04-03
model
ayameRushia
wav2vec2-large-xls-r-300m-el
1
2023-04-03
model
ayameRushia
wav2vec2-large-xls-r-300m-ia
1
2023-04-03
model
ayameRushia
wav2vec2-large-xls-r-300m-mn
1
2023-04-03
model
bertin-project
bertin-roberta-base-spanish
1
2023-04-03
model
cahya
wav2vec2-base-turkish
1
2023-04-03
model
chmanoj
kenlm_te
2
2023-04-03
model
chrisjay
masakhane_benchmarks
62
2023-04-03
model
comodoro
wav2vec2-xls-r-300m-cs-250
2
2023-04-03
model
comodoro
wav2vec2-xls-r-300m-cs-cv8
1
2023-04-03
model
comodoro
wav2vec2-xls-r-300m-sr-cv8
1
2023-04-03
model
comodoro
wav2vec2-xls-r-300m-west-slavic-cv8
1
2023-04-03
model
dkleczek
papuGaPT2
2
2023-04-03
model
ehdwns1516
klue-roberta-base_sae
1
2023-04-03
model
emre
wav2vec2-large-xlsr-53-W2V2-TATAR-SMALL
1
2023-04-03
model
emre
wav2vec2-large-xlsr-53-sah-CV8
1
2023-04-03
model
emre
wav2vec2-xls-r-300m-Br-small
1
2023-04-03
model
emre
wav2vec2-xls-r-300m-Russian-small
1
2023-04-03
model
emre
wav2vec2-xls-r-300m-Tr-med-CommonVoice8
1
2023-04-03
model
emre
wav2vec2-xls-r-300m-W2V2-XLSR-300M-YAKUT-SMALL
1
2023-04-03
model
emre
wav2vec2-xls-r-300m-ab-CV8
1
2023-04-03
model
emre
wav2vec2-xls-r-300m-bas-CV8-v2
1
2023-04-03
model
emre
wav2vec2-xls-r-300m-gl-CV8
1
2023-04-03
model
facebook
ic_gan
2
2023-04-03
model
fernandoperlar
preprocessing_image
1
2023-04-03
model
flax-community
clip-reply
2
2023-04-03
model
flax-community
gpt-2-german
1
2023-04-03
model
flax-community
gpt2-layout-generation
1
2023-04-03
model
flax-community
gpt2-medium-persian
3
2023-04-03
model
flax-community
gpt2-rap-lyric-generator
2
2023-04-03
model
flax-community
gpt2-small-indonesian
1
2023-04-03
model
flax-community
medclip-roco
3
2023-04-03
model
flax-community
papuGaPT2
2
2023-04-03
model
flax-community
pino-bigbird-roberta-base
2
2023-04-03
model
DDSC
roberta-base-scandinavian
1
2023-04-03
model
flax-community
t5-base-dutch
1
2023-04-03
model
flax-community
t5-recipe-generation
1
2023-04-03
model
flax-community
wav2vec2-base-persian
2
2023-04-03
model
flax-community
wav2vec2-base-turkish
1
2023-04-03
model
fwafawfwa
fawfwafawfwaf
1
2023-04-03
model
ghosh-r
bn-poets
1
2023-04-03
model
hivemind
gpt-j-6B-8bit
2
2023-04-03
model
imrit450
DialoGPT-small-Tony
1
2023-04-03
model
indonesian-nlp
gpt2
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-abkhaz-cv8
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-armenian
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-assamese-cv8
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-basaa-cv8
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-basaa
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-bashkir
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-breton
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-bulgarian
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-chuvash
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-finnish
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-galician
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-georgian
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-greek
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-hausa
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-hindi
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-hungarian
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-irish
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-kurdish
1
2023-04-03
model
infinitejoy
wav2vec2-large-xls-r-300m-kyrgyz
1
End of preview. Expand in Data Studio

Notebooks on the Hub

This dataset uses files from the repository https://huggingface.co/datasets/davanstrien/notebooks_on_the_hub_raw which records all the repositories hosted on the Hugging Face Hub that contain notebooks. Daniel's repository was updated daily from April of 2023 to June of 2024. I manually copied only one version per month: they are stored in the original folder with the name YYYY_MM.parquet, from 2023_05.parquet to 2024_05.parquet (13 files).

Then, I recreated these files with different configurations of the Parquet format, as explained below:

  • with (cdc) or without (no_cdc) content-defined chunking (CDC: this feature ensures that the columns are consistently getting chunked into data pages based on their content, and compatible with the Xet storage used by Hugging Face. More on this in the blog post Parquet Content-Defined Chunking by Krisztian Szucs),
  • with (snappy) or without (none) snappy compression,
  • with two row group sizes: the default (1024 * 1024 rows, 1m) and a smaller one (128 * 1024 rows, 128k),
  • with the data pages index enabled.

The aim of this dataset is to visualize diffs between the different Parquet files.

The files are stored in the following structure:

.
β”œβ”€β”€ 128k
β”‚   β”œβ”€β”€cdc
|   β”‚   β”œβ”€β”€ none
|   β”‚   β”‚   β”œβ”€β”€ 2023_05.parquet
|   β”‚   β”‚   β”œβ”€β”€ ...
|   β”‚   β”‚   └── 2024_05.parquet
|   β”‚   └── snappy
|   β”‚       β”œβ”€β”€ 2023_05.parquet
|   β”‚       β”œβ”€β”€ ...
|   β”‚       └── 2024_05.parquet
|   └── no_cdc
|       β”œβ”€β”€ none
|       β”‚   β”œβ”€β”€ 2023_05.parquet
|       β”‚   β”œβ”€β”€ ...
|       β”‚   └── 2024_05.parquet
|       └── snappy
|           β”œβ”€β”€ 2023_05.parquet
|           β”œβ”€β”€ ...
|           └── 2024_05.parquet
β”œβ”€β”€ 1m
β”‚   β”œβ”€β”€cdc
|   β”‚   β”œβ”€β”€ none
|   β”‚   β”‚   β”œβ”€β”€ 2023_05.parquet
|   β”‚   β”‚   β”œβ”€β”€ ...
|   β”‚   β”‚   └── 2024_05.parquet
|   β”‚   └── snappy
|   β”‚       β”œβ”€β”€ 2023_05.parquet
|   β”‚       β”œβ”€β”€ ...
|   β”‚       └── 2024_05.parquet
|   └── no_cdc
|       β”œβ”€β”€ none
|       β”‚   β”œβ”€β”€ 2023_05.parquet
|       β”‚   β”œβ”€β”€ ...
|       β”‚   └── 2024_05.parquet
|       └── snappy
|           β”œβ”€β”€ 2023_05.parquet
|           β”œβ”€β”€ ...
|           └── 2024_05.parquet
└── original
    β”œβ”€β”€ 2023_05.parquet
    β”œβ”€β”€ ...
    └── 2024_05.parquet

Script

Requirements: uv and make.

The files are generated with the script generate_files.py:

make install
make run
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