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Dataset containing metadata information of all the publicly uploaded models(10,000+) available on HuggingFace model hub Data was collected between 15-20th June 2021.

Dataset was generated using huggingface_hub APIs provided by huggingface team.

Update v3:

• Added Downloads last month metric
• Added library name

Contents:

• huggingface_models.csv : Primary file which contains metadata information like model name, tags, last modified and filenames
• huggingface_modelcard_readme.csv : Detailed file containing README.md contents if available for a particular model. Content is in markdown format. modelId column joins both the files together. ### huggingface_models.csv
• modelId: ID of the model as present on HF website
• lastModified: Time when this model was last modified
• tags: Tags associated with the model (provided by mantainer)
• pipeline_tag: If exists, denotes which pipeline this model could be used with
• files: List of available files in the model repo
• publishedBy: Custom column derived from modelID, specifying who published this model
• downloads_last_month: Number of times the model has been downloaded in last month.
• library: Name of library the model belongs to eg: transformers, spacy, timm etc. ### huggingface_modelcard_readme.csv
• modelId: ID of the model as available on HF website
• modelCard: Readme contents of a model (referred to as modelCard in HuggingFace ecoystem). It contains useful information on how the model was trained, benchmarks and author notes. ### Inspiration: The idea of analyzing publicly available models on HugginFace struck me while I was attending a livesession of the amazing transformers course by @LysandreJik. Soon after, I tweeted the team and asked for permission to create such a dataset. Special shoutout to @osanseviero for encouraging and pointing me in the right direction.

This is my first dataset upload on Kaggle. I hope you like it. :)

Vyvo/AST-Speech-Art dataset hosted on Hugging Face and contributed by the HF Datasets community

Description:

This dataset provides metadata for various models available on Hugging Face, a popular platform for sharing and discovering natural language processing (NLP) and machine learning models. The dataset includes information such as model name, author, repository link, image URL, category, star ratings, download statistics, and the last update timestamp.

Columns: 1. Name: Model name on Hugging Face. 2. Author: Author or organization associated with the model. 3. Repo Link: Link to the model's repository on Hugging Face. 4. Image URL: URL for the model's image/icon. 5. Category: The category or type of model (e.g., Text Generation, Automatic Speech Recognition). 6. Stars: Number of stars the model has received. 7. Downloads: Number of downloads for the model. 8. Last Updated: Timestamp indicating the last update of the model.

This dataset is valuable for researchers, data scientists, and enthusiasts interested in exploring and analyzing the landscape of pre-trained models on Hugging Face.

Vyvo/AST-Speech-Technology dataset hosted on Hugging Face and contributed by the HF Datasets community

Vyvo/AST-Speech-Nature-and-Documentary dataset hosted on Hugging Face and contributed by the HF Datasets community

Vyvo/AST-Speech-Healty-and-Science dataset hosted on Hugging Face and contributed by the HF Datasets community

Vyvo/AST-Speech-Business dataset hosted on Hugging Face and contributed by the HF Datasets community

Vyvo/AST-Speech-History dataset hosted on Hugging Face and contributed by the HF Datasets community

Vyvo/AST-Speech-Personal-Development dataset hosted on Hugging Face and contributed by the HF Datasets community

KingTechnician/xd-violence-mini-audio-ast-chunked dataset hosted on Hugging Face and contributed by the HF Datasets community

KingTechnician/xd-violence-20pct-audio-ast-chunked-correct dataset hosted on Hugging Face and contributed by the HF Datasets community

Vyvo-Research/AST-Music-Data-45K dataset hosted on Hugging Face and contributed by the HF Datasets community

rodrigoasth/ast-titles dataset hosted on Hugging Face and contributed by the HF Datasets community

Vyvo/AST-Speech-Sport dataset hosted on Hugging Face and contributed by the HF Datasets community

Aynursusuz/ast-deneme dataset hosted on Hugging Face and contributed by the HF Datasets community

ShijiaD/code-with-ast-sequence dataset hosted on Hugging Face and contributed by the HF Datasets community

Academic & Commercial VQA Dataset

This dataset contains visual question-answering (VQA) entries from multiple domains:

Academic Papers Restaurant Menus Magazines Website ScreenShots Lecture ScreenShots

Each entry includes a natural language question, an answer, an associated image (or images), and bounding box metadata that localizes the answer in the image.

  📁 File Structure

The final merged file is stored in:

test.json

  Each entry contains fields… See the full description on the dataset page: https://huggingface.co/datasets/AST-FRI/needles-in-images.

Vyvo/AST-Speech-True-and-Crime dataset hosted on Hugging Face and contributed by the HF Datasets community

ShijiaD/workshop-ast-docstring dataset hosted on Hugging Face and contributed by the HF Datasets community

Speech-Music Merged Dataset

  Source Datasets

Dataset Samples Speech Music

AIGenLab/high-sound-and-low-music 91,054 0 91,054

AIGenLab/Speech_Dataset 100,000 100,000 0

AIGenLab/Music-Dataset 100,000 0 100,000

TOTAL 291,054 100,000 191,054

  Dataset Info

Total Samples: 291,054 Labels: speech, music Audio: 16kHz, Mono, WAV

  Usage

from datasets import load_dataset

dataset = load_dataset("AIGenLab/speech-music-merge", split="train")… See the full description on the dataset page: https://huggingface.co/datasets/Vyvo-Research/AST-Music-Data-291K.