| ## Summary | |
| Metadata information of all the models uploaded on [HuggingFace modelhub](https://huggingface.co/models) | |
| Dataset was last updated on 15th June 2021. Contains information on 10,354 models (v1). | |
| Only `train` dataset is provided | |
| #### Update: v1.0.2: Added downloads_last_month and library data | |
| Same dataset is available in [kaggle](https://www.kaggle.com/crazydiv/huggingface-modelhub) | |
| ## Loading data | |
| ```python | |
| from datasets import load_dataset | |
| modelhub_dataset = load_dataset("dk-crazydiv/huggingface-modelhub") | |
| ``` | |
| ### Useful commands: | |
| ```python | |
| modelhub_dataset["train"] # Access train subset (the only subset available) | |
| modelhub_dataset["train"][0] # Access the dataset elements by index | |
| modelhub_dataset["train"].features # Get the columns present in the dataset. | |
| ``` | |
| ### Sample dataset: | |
| ```json | |
| { | |
| "downloads_last_month": 7474, | |
| "files": [ | |
| ".gitattributes", | |
| "README.md", | |
| "config.json", | |
| "pytorch_model.bin", | |
| "spiece.model", | |
| "tf_model.h5", | |
| "tokenizer.json", | |
| "with-prefix-tf_model.h5" | |
| ], | |
| "lastModified": "2021-01-13T15:08:24.000Z", | |
| "library": "transformers", | |
| "modelId": "albert-base-v1", | |
| "pipeline_tag": "fill-mask", | |
| "publishedBy": "huggingface", | |
| "tags": [ | |
| "pytorch", | |
| "tf", | |
| "albert", | |
| "masked-lm", | |
| "en", | |
| "dataset:bookcorpus", | |
| "dataset:wikipedia", | |
| "arxiv:1909.11942", | |
| "transformers", | |
| "exbert", | |
| "license:apache-2.0", | |
| "fill-mask" | |
| ], | |
| "modelCard": "Readme sample data..." | |
| } | |
| ``` | |
| ## Bugs: | |
| Please report any bugs/improvements to me on [twitter](https://twitter.com/kartik_godawat) |