From 8ff5882afd45c023db8bef202d0cf4e10afb6466 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Fri, 6 Feb 2026 12:22:56 -0500 Subject: [PATCH 1/8] Initial re-organization of page, includes integrity checks and more links to docs WIP refining --- .../The-Hugging-Face-Dataset-Upload-Guide.md | 119 +++++++++++++----- 1 file changed, 89 insertions(+), 30 deletions(-) diff --git a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md index a16b312..36506d0 100644 --- a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md +++ b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md @@ -1,12 +1,21 @@ # Hugging Face Dataset Guide -## Create a New Dataset Repository +[Hugging Face](https://hf.co/) offers numerous methods for interacting with and creating datasets. This page provides a basic overview with some recommendations specifically targeting image dataset uploads, though the principles are transferrable to other data types. We list these options—in order of increasing complexity—with some guidance, recommendations, and links out to the appropriate parts of the Hugging Face docs for the most up-to-date information available. -When creating a new dataset repository, you can make the dataset **Public** (accessible to anyone on the internet) or **Private** (accessible only to members of the organization). +1. [Web interface (UI)](#upload-a-dataset-with-the-web-interface): For smaller, simpler uploads. +2. [Hugging Face Command Line Interface (CLI)](): For most use-cases, easy access from cluster. +3. [Hugging Face API (python package)](): For when more fine-grained control than is acheivable with the CLI is needed. +4. [Git/Git LFS](): Main use-case is when multiple PRs lead to merge conflicts—Hugging Face provides no other means for resolution. -![New dataset repository interface](images/HF-dataset-upload/346972860-ed0feb0e-529b-4021-b44f-41ac96680bc3.png){ loading=lazy, width=800 } -/// caption -/// +!!! info + Some sections of the Hugging Face docs, such as for the `huggingface_hub`, has only version specific links for stable versions. In this case, if the link directs to an older version, there will be a banner to alert you to a newer version available, so keep an eye out for that updated version banner. + +## Note on Authentication + +All of these methods require authentication to edit datasets, ranging from passwords, to tokens, to SSH authentication, and all support editing **Public** (accessible to anyone on the internet) or **Private** (accessible only to members of the organization) repos. Two key notes on authentication: + +1. Private repositories are only visible if you are authenticated. +2. If using tokens for access, be sure to create a [fine-grained token](), specifically for your needs. ## Upload a Dataset with the Web Interface @@ -14,8 +23,23 @@ In the Files and versions tab of the Dataset card, you can choose to add file in ![Dataset repository Add file button](images/HF-dataset-upload/346190430-9e6cef9b-18ef-4d4a-84c5-1a3f75ac9336.png){ loading=lazy } +- Smaller files (<100MB), distributed, not well organized, less files + + +## Upload a Dataset with the Hugging Face CLI +- Bigger, more files, works from cluster +- THINK this is a wrapper on the datasets package +Which do you get on install?? + ## Upload a Dataset with HfApi +HF API (python package) +- Complex dataset structure, fine-grained control (not exposed on CLI) over how it shows up on HF + - ex: glob pattern not clear enough for exclusion of subfolders or files + + +Please see the Hugging Face API docs for the most up-to-date guidance. For quick reference, to [upload by file](https://huggingface.co/docs/huggingface_hub/v1.3.4/package_reference/hf_api#huggingface_hub.HfApi.upload_file) or [upload by folder (structure maintained)](https://huggingface.co/docs/huggingface_hub/v1.3.4/package_reference/hf_api#huggingface_hub.HfApi.upload_folder). + ``` py linenums="1" from huggingface_hub import login @@ -24,62 +48,58 @@ login() from huggingface_hub import HfApi api = HfApi() +repo_id = "" -api.upload_file ( +# Upload by file +api.upload_file( path_or_fileobj = , path_in_repo = , - repo_id = , + repo_id = repo_id, repo_type = 'dataset' ) -``` - -## Upload a Dataset with Git - -### If the Dataset is Less Than 5GB - -Navigate to the folder for the repository: - -``` -# Clone the repository -git clone https://huggingface.co/datasets/username/repo-name - -# Add, commit, and push the files -git add -git commit -m 'comments' -git push +# Upload by folder (maintain structure) +api.upload_folder( + folder_path="/path/to/local/folder", # should end with folder containing data + path_in_repo="path/to/folder/", # path desired for folder in repo + repo_id= repo_id, + repo_type="dataset", +    token_id = "paste-token-here" # if you're not logged in, HF does **not** recommend this method +) ``` -### If the Dataset is Larger Than 5GB +## Upload a Dataset with Git -#### Install Git LFS +### Install Git LFS Follow instructions at -#### Install the Hugging Face CLI +### Install the Hugging Face CLI ``` brew install huggingface-cli pip install -U "huggingface_hub[cli]" ``` -#### Enable the repository to upload large files +### Enable the repository to upload large files ``` huggingface-cli lfs-enable-largefiles ``` -#### Initialize Git LFS +### Initialize Git LFS ``` git lfs install ``` -#### Track large files (e.g., .csv files) +### Track large or binary files (e.g., .jpg files) + +Note that tabular data, such as CSVs, should **not** be tracked with `git lfs` unless they are too large to be tracked with `git`, i.e., if they are 100MB or larger (this is the [file size limit for GitHub](https://docs.github.com/en/repositories/working-with-files/managing-large-files/about-large-files-on-github#file-size-limits)). ``` # Adds a line to .gitattributes, which Git uses to determine files managed by LFS -git lfs track "*.csv" +git lfs track "*.jpg" git add .gitattributes git commit -m "Track large files with Git LFS" ``` @@ -91,3 +111,42 @@ git add git commit -m 'comments' git push ``` + + +Repos can also be created through the Hugging Face API using the [create_repo method](https://huggingface.co/docs/huggingface_hub/v1.3.4/en/package_reference/hf_api#huggingface_hub.HfApi.create_repo) with the following parameters: + +```py linenums="1" +repo_id = "/" +repo_type = "dataset" +private = True # if you want the repo private +``` + +See also instructions using the [datasets package](https://huggingface.co/docs/datasets/create_dataset). + + + + + +## Integrity Check + +Sometimes uploads fail partway through, leaving one or more files unuploaded. Unfortunately, it seems that there is not an easy solution to be alerted to these issues when not uploading through the UI. Additionally, using a glob pattern to set upload without a dry-run (in `git` terms, this would be running `git status` after adding files) can also lead to accidental exclusion. so we recommend the following integrity check after uploading a dataset. + +```python +import pandas as pd +from huggingface_hub import HfApi + +api = HfApi() +repo_id = "/" +repo_type = "dataset" + +file_list = api.list_repo_files(repo_id=repo_id, repo_type=repo_type) +file_df = pd.Dataframe(columns = {"filepath": file_list}) +metadata = pd.read_csv("path/to/metadata/file") + +# assuming you use the same filepath in your system as in the repo +df = pd.merge(file_df, metadata, how = "inner", on = "filepath") +df.shape[0] # this should match the number of expected images +``` + +!!! tip "Pro tip" + If you don't have a metadata file for your images, use the [sum-buddy package](Helpful-Tools-for-your-Workflow.md#sum-buddy) to generate one in your local file system. This can also be used as a metadata file for the dataset viewer as needed (see [image datasets docs](https://huggingface.co/docs/hub/en/datasets-image) for more information on setting this up). Similar optionsa are available for [audio](https://huggingface.co/docs/hub/en/datasets-audio) and [video](https://huggingface.co/docs/hub/en/datasets-video) datasets. From 26698a87f28d85b8d861fa028ea9c19fb865e3cd Mon Sep 17 00:00:00 2001 From: egrace479 Date: Tue, 17 Feb 2026 16:29:39 -0500 Subject: [PATCH 2/8] Add in links, fix typos --- .../The-Hugging-Face-Dataset-Upload-Guide.md | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md index 36506d0..01b1809 100644 --- a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md +++ b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md @@ -3,9 +3,9 @@ [Hugging Face](https://hf.co/) offers numerous methods for interacting with and creating datasets. This page provides a basic overview with some recommendations specifically targeting image dataset uploads, though the principles are transferrable to other data types. We list these options—in order of increasing complexity—with some guidance, recommendations, and links out to the appropriate parts of the Hugging Face docs for the most up-to-date information available. 1. [Web interface (UI)](#upload-a-dataset-with-the-web-interface): For smaller, simpler uploads. -2. [Hugging Face Command Line Interface (CLI)](): For most use-cases, easy access from cluster. -3. [Hugging Face API (python package)](): For when more fine-grained control than is acheivable with the CLI is needed. -4. [Git/Git LFS](): Main use-case is when multiple PRs lead to merge conflicts—Hugging Face provides no other means for resolution. +2. [Hugging Face Command Line Interface (CLI)](#upload-a-dataset-with-the-hugging-face-cli): For most use-cases, easy access from cluster. +3. [Hugging Face API (python package)](#upload-a-dataset-with-hfapi): For when more fine-grained control than is achievable with the CLI is needed. +4. [Git/Git LFS](#upload-a-dataset-with-git): Main use-case is when multiple PRs lead to merge conflicts—Hugging Face provides no other means for resolution. !!! info Some sections of the Hugging Face docs, such as for the `huggingface_hub`, has only version specific links for stable versions. In this case, if the link directs to an older version, there will be a banner to alert you to a newer version available, so keep an eye out for that updated version banner. @@ -15,7 +15,7 @@ All of these methods require authentication to edit datasets, ranging from passwords, to tokens, to SSH authentication, and all support editing **Public** (accessible to anyone on the internet) or **Private** (accessible only to members of the organization) repos. Two key notes on authentication: 1. Private repositories are only visible if you are authenticated. -2. If using tokens for access, be sure to create a [fine-grained token](), specifically for your needs. +2. If using tokens for access, be sure to create a [fine-grained token](https://huggingface.co/docs/hub/en/security-tokens#what-are-user-access-tokens), specifically for your needs. ## Upload a Dataset with the Web Interface @@ -129,7 +129,9 @@ See also instructions using the [datasets package](https://huggingface.co/docs/d ## Integrity Check -Sometimes uploads fail partway through, leaving one or more files unuploaded. Unfortunately, it seems that there is not an easy solution to be alerted to these issues when not uploading through the UI. Additionally, using a glob pattern to set upload without a dry-run (in `git` terms, this would be running `git status` after adding files) can also lead to accidental exclusion. so we recommend the following integrity check after uploading a dataset. +Sometimes uploads fail partway through, leaving one or more files un-uploaded. Unfortunately, it seems that there is not an easy solution to be alerted to these issues when not uploading through the UI. Additionally, using a glob pattern to set upload without a dry-run (in `git` terms, this would be running `git status` after adding files) can also lead to accidental exclusion. To catch these issues, we recommend the following integrity check after uploading a dataset[^1]. + +[^1]: Note that Hugging Face does impose [tiered rate limits](https://huggingface.co/docs/hub/rate-limits#rate-limit-tiers) (as of September 2025). ```python import pandas as pd @@ -149,4 +151,4 @@ df.shape[0] # this should match the number of expected images ``` !!! tip "Pro tip" - If you don't have a metadata file for your images, use the [sum-buddy package](Helpful-Tools-for-your-Workflow.md#sum-buddy) to generate one in your local file system. This can also be used as a metadata file for the dataset viewer as needed (see [image datasets docs](https://huggingface.co/docs/hub/en/datasets-image) for more information on setting this up). Similar optionsa are available for [audio](https://huggingface.co/docs/hub/en/datasets-audio) and [video](https://huggingface.co/docs/hub/en/datasets-video) datasets. + If you don't have a metadata file for your images, use the [sum-buddy package](Helpful-Tools-for-your-Workflow.md#sum-buddy) to generate one in your local file system. This can also be used as a metadata file for the dataset viewer as needed (see [image datasets docs](https://huggingface.co/docs/hub/en/datasets-image) for more information on setting this up). Similar options are available for [audio](https://huggingface.co/docs/hub/en/datasets-audio) and [video](https://huggingface.co/docs/hub/en/datasets-video) datasets. From 8cd9b6797cfd1826bf8eb45fa4a924514d76d5f3 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Tue, 17 Mar 2026 18:55:20 -0400 Subject: [PATCH 3/8] Additional notes in sections, refs out --- .../The-Hugging-Face-Dataset-Upload-Guide.md | 49 ++++++++++--------- 1 file changed, 25 insertions(+), 24 deletions(-) diff --git a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md index 01b1809..a27e9b9 100644 --- a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md +++ b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md @@ -1,6 +1,6 @@ # Hugging Face Dataset Guide -[Hugging Face](https://hf.co/) offers numerous methods for interacting with and creating datasets. This page provides a basic overview with some recommendations specifically targeting image dataset uploads, though the principles are transferrable to other data types. We list these options—in order of increasing complexity—with some guidance, recommendations, and links out to the appropriate parts of the Hugging Face docs for the most up-to-date information available. +[Hugging Face](https://hf.co/) offers numerous methods for interacting with and creating datasets. This page provides a basic overview with some recommendations specifically targeting image dataset uploads, though the principles are transferrable to other data types. We list these options—in order of increasing complexity—with some guidance, recommendations, and links out to the appropriate parts of the Hugging Face docs for the most up-to-date information available. 1. [Web interface (UI)](#upload-a-dataset-with-the-web-interface): For smaller, simpler uploads. 2. [Hugging Face Command Line Interface (CLI)](#upload-a-dataset-with-the-hugging-face-cli): For most use-cases, easy access from cluster. @@ -8,7 +8,11 @@ 4. [Git/Git LFS](#upload-a-dataset-with-git): Main use-case is when multiple PRs lead to merge conflicts—Hugging Face provides no other means for resolution. !!! info - Some sections of the Hugging Face docs, such as for the `huggingface_hub`, has only version specific links for stable versions. In this case, if the link directs to an older version, there will be a banner to alert you to a newer version available, so keep an eye out for that updated version banner. + Some sections of the Hugging Face docs, such as for the `huggingface_hub`, have only version specific links for stable versions. In this case, if the link directs to an older version, there will be a banner to alert you to a newer version available, so keep an eye out for that updated version banner. + +Most of the content below is covered in various parts of [Hugging Face's Upload Guide](https://huggingface.co/docs/huggingface_hub/en/guides/upload); this page is provided as a summary reference mainly to determine which method might be best and link to the appropriate docs. Additionally, we include an [integrity check](#integrity-check) to help you ensure that your repo contains all the desired files after uploading through any of these methods. + +[HF tips and tricks for large uploads](https://huggingface.co/docs/huggingface_hub/en/guides/upload#tips-and-tricks-for-large-uploads). ## Note on Authentication @@ -19,17 +23,21 @@ All of these methods require authentication to edit datasets, ranging from passw ## Upload a Dataset with the Web Interface -In the Files and versions tab of the Dataset card, you can choose to add file in the hugging web interface. +In the Files and Versions tab of the repository, you can select "Contribute" to add or create files or start a pull request directly from the web interface. ![Dataset repository Add file button](images/HF-dataset-upload/346190430-9e6cef9b-18ef-4d4a-84c5-1a3f75ac9336.png){ loading=lazy } -- Smaller files (<100MB), distributed, not well organized, less files - +This method is fine for smaller files (<100MB), or dataset repositories that are distributed, not well organized, have less files. If you are uploading existing files, navigate to the target folder first. ## Upload a Dataset with the Hugging Face CLI -- Bigger, more files, works from cluster -- THINK this is a wrapper on the datasets package -Which do you get on install?? + +Hugging Face provides a comprehensive Command Line Interface (CLI) and corresponding [docs](https://huggingface.co/docs/huggingface_hub/en/guides/cli). Note that this is installed with the `huggingface_hub` python package, but can also be installed directly, then called with `hf `. + +The Hugging Face CLI is the ideal method for larger datasets, with more files. It works directly from HPC clusters, such as OSC. Under the hood, [`hf upload`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-upload) uses the same upload functions described below, under [Upload a Dataset with HfApi](#upload-a-dataset-with-hfapi). + +When uploading to a dataset, note that the repo type must be specified (`--repo-type=dataset`); this is also the case for spaces, since Hugging Face treats models as the default. + +There are specific [`hf datasets`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-datasets) and [`hf repo`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-repo) commands for more general queries and repo initialization. ## Upload a Dataset with HfApi @@ -70,16 +78,13 @@ api.upload_folder( ## Upload a Dataset with Git -### Install Git LFS +Using Git to interact with Hugging Face requires installation of [Git LFS](https://git-lfs.com/), the [Hugging Face CLI](), and then enabling large file upload for the repo -Follow instructions at +Hugging Face provides details on [git vs http](https://huggingface.co/docs/huggingface_hub/en/concepts/git_vs_http), really using Git vs HfApi -### Install the Hugging Face CLI -``` -brew install huggingface-cli -pip install -U "huggingface_hub[cli]" -``` +Hugging Face has moved away from Git LFS, instead utilizing [Xet](https://huggingface.co/docs/hub/en/xet/index) for data storage and version control; this is [backwards compatible with LFS](https://huggingface.co/docs/hub/en/xet/legacy-git-lfs). + ### Enable the repository to upload large files @@ -87,15 +92,10 @@ pip install -U "huggingface_hub[cli]" huggingface-cli lfs-enable-largefiles ``` -### Initialize Git LFS - -``` -git lfs install -``` ### Track large or binary files (e.g., .jpg files) -Note that tabular data, such as CSVs, should **not** be tracked with `git lfs` unless they are too large to be tracked with `git`, i.e., if they are 100MB or larger (this is the [file size limit for GitHub](https://docs.github.com/en/repositories/working-with-files/managing-large-files/about-large-files-on-github#file-size-limits)). +Note that tabular data, such as CSVs, should **not** be tracked with `git lfs` or `xet` (not in gitattributes... what's the distinction here?)unless they are too large to be tracked with `git`, i.e., if they are 100MB or larger (this is the [file size limit for GitHub](https://docs.github.com/en/repositories/working-with-files/managing-large-files/about-large-files-on-github#file-size-limits)). ``` # Adds a line to .gitattributes, which Git uses to determine files managed by LFS @@ -123,15 +123,16 @@ private = True # if you want the repo private See also instructions using the [datasets package](https://huggingface.co/docs/datasets/create_dataset). - +[Merge conflicts](https://discuss.huggingface.co/t/how-to-fix-merge-conflicts-in-prs/160090) ## Integrity Check -Sometimes uploads fail partway through, leaving one or more files un-uploaded. Unfortunately, it seems that there is not an easy solution to be alerted to these issues when not uploading through the UI. Additionally, using a glob pattern to set upload without a dry-run (in `git` terms, this would be running `git status` after adding files) can also lead to accidental exclusion. To catch these issues, we recommend the following integrity check after uploading a dataset[^1]. +Sometimes uploads fail partway through, leaving one or more files un-uploaded. Unfortunately, it seems that there is not an easy solution to be alerted to these issues when not uploading through the UI. Additionally, using a glob pattern to set upload without a dry-run[^1] (in `git` terms, this would be running `git status` after adding files) can also lead to accidental exclusion. To catch these issues, we recommend the following integrity check after uploading a dataset[^1]. -[^1]: Note that Hugging Face does impose [tiered rate limits](https://huggingface.co/docs/hub/rate-limits#rate-limit-tiers) (as of September 2025). +[^1]: The Hugging Face CLI does have a [dry-run mode](https://huggingface.co/docs/huggingface_hub/en/guides/cli#dry-run-mode) for _downloading_ datasets. Additionally, if working with Git LFS, there is a [preupload LFS](https://huggingface.co/docs/huggingface_hub/en/guides/upload#preupload-lfs-files-before-commit) option to ensure ...before committing. +[^2]: Note that Hugging Face does impose [tiered rate limits](https://huggingface.co/docs/hub/rate-limits#rate-limit-tiers) (as of September 2025). ```python import pandas as pd From 8026c7911a0ac1cf4f8d979758977674b3e52b32 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Tue, 17 Mar 2026 18:56:26 -0400 Subject: [PATCH 4/8] Add updated screenshot with arrow match UI change to 'contribute' --- ...0-9e6cef9b-18ef-4d4a-84c5-1a3f75ac9336.png | Bin 266157 -> 193108 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/docs/wiki-guide/images/HF-dataset-upload/346190430-9e6cef9b-18ef-4d4a-84c5-1a3f75ac9336.png b/docs/wiki-guide/images/HF-dataset-upload/346190430-9e6cef9b-18ef-4d4a-84c5-1a3f75ac9336.png index 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From 753cfd1f931f8ad08801d3595ffc2d8aa8150175 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Mon, 27 Apr 2026 13:38:00 -0400 Subject: [PATCH 5/8] Remove extra outdated content, update URLs for new versions, run linting --- .../The-Hugging-Face-Dataset-Upload-Guide.md | 63 +++++-------------- 1 file changed, 15 insertions(+), 48 deletions(-) diff --git a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md index a27e9b9..eb93d41 100644 --- a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md +++ b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md @@ -1,6 +1,6 @@ # Hugging Face Dataset Guide -[Hugging Face](https://hf.co/) offers numerous methods for interacting with and creating datasets. This page provides a basic overview with some recommendations specifically targeting image dataset uploads, though the principles are transferrable to other data types. We list these options—in order of increasing complexity—with some guidance, recommendations, and links out to the appropriate parts of the Hugging Face docs for the most up-to-date information available. +[Hugging Face](https://hf.co/) offers numerous methods for interacting with and creating datasets. This page provides a basic overview with some recommendations specifically targeting image dataset uploads, though the principles are transferrable to other data types. We list these options—in order of increasing complexity—with some guidance, recommendations, and links out to the appropriate parts of the Hugging Face docs for the most up-to-date information available. 1. [Web interface (UI)](#upload-a-dataset-with-the-web-interface): For smaller, simpler uploads. 2. [Hugging Face Command Line Interface (CLI)](#upload-a-dataset-with-the-hugging-face-cli): For most use-cases, easy access from cluster. @@ -33,7 +33,7 @@ This method is fine for smaller files (<100MB), or dataset repositories that are Hugging Face provides a comprehensive Command Line Interface (CLI) and corresponding [docs](https://huggingface.co/docs/huggingface_hub/en/guides/cli). Note that this is installed with the `huggingface_hub` python package, but can also be installed directly, then called with `hf `. -The Hugging Face CLI is the ideal method for larger datasets, with more files. It works directly from HPC clusters, such as OSC. Under the hood, [`hf upload`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-upload) uses the same upload functions described below, under [Upload a Dataset with HfApi](#upload-a-dataset-with-hfapi). +The Hugging Face CLI is the ideal method for larger datasets, with more files. It works directly from HPC clusters, such as OSC. Under the hood, [`hf upload`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-upload) uses the same upload functions described below, under [Upload a Dataset with HfApi](#upload-a-dataset-with-hfapi). When uploading to a dataset, note that the repo type must be specified (`--repo-type=dataset`); this is also the case for spaces, since Hugging Face treats models as the default. @@ -41,12 +41,9 @@ There are specific [`hf datasets`](https://huggingface.co/docs/huggingface_hub/e ## Upload a Dataset with HfApi -HF API (python package) -- Complex dataset structure, fine-grained control (not exposed on CLI) over how it shows up on HF - - ex: glob pattern not clear enough for exclusion of subfolders or files +When more complex dataset structures are involved or more fine-grained control (not exposed on CLI) over how a repo will be organized on Hugging Face is neeeded, the Hugging Face API may be the answer. For instance, if a glob pattern cannot sufficiently clarify necessary exclusions of subfolders or files, [`HfApi`](https://huggingface.co/docs/huggingface_hub/package_reference/hf_api) is likely the preferred choice. This is a class, accessible through the [`huggingface_hub` package](https://huggingface.co/docs/huggingface_hub/index), that acts as a Python wrapper for the API. - -Please see the Hugging Face API docs for the most up-to-date guidance. For quick reference, to [upload by file](https://huggingface.co/docs/huggingface_hub/v1.3.4/package_reference/hf_api#huggingface_hub.HfApi.upload_file) or [upload by folder (structure maintained)](https://huggingface.co/docs/huggingface_hub/v1.3.4/package_reference/hf_api#huggingface_hub.HfApi.upload_folder). +Please see the Hugging Face API docs for the most up-to-date guidance. For quick reference, to [upload by file](https://huggingface.co/docs/huggingface_hub/v1.10.1/package_reference/hf_api#huggingface_hub.HfApi.upload_file) or [upload by folder (structure maintained)](https://huggingface.co/docs/huggingface_hub/v1.10.1/package_reference/hf_api#huggingface_hub.HfApi.upload_folder). ``` py linenums="1" from huggingface_hub import login @@ -76,44 +73,7 @@ api.upload_folder( ) ``` -## Upload a Dataset with Git - -Using Git to interact with Hugging Face requires installation of [Git LFS](https://git-lfs.com/), the [Hugging Face CLI](), and then enabling large file upload for the repo - -Hugging Face provides details on [git vs http](https://huggingface.co/docs/huggingface_hub/en/concepts/git_vs_http), really using Git vs HfApi - - -Hugging Face has moved away from Git LFS, instead utilizing [Xet](https://huggingface.co/docs/hub/en/xet/index) for data storage and version control; this is [backwards compatible with LFS](https://huggingface.co/docs/hub/en/xet/legacy-git-lfs). - - -### Enable the repository to upload large files - -``` -huggingface-cli lfs-enable-largefiles -``` - - -### Track large or binary files (e.g., .jpg files) - -Note that tabular data, such as CSVs, should **not** be tracked with `git lfs` or `xet` (not in gitattributes... what's the distinction here?)unless they are too large to be tracked with `git`, i.e., if they are 100MB or larger (this is the [file size limit for GitHub](https://docs.github.com/en/repositories/working-with-files/managing-large-files/about-large-files-on-github#file-size-limits)). - -``` -# Adds a line to .gitattributes, which Git uses to determine files managed by LFS -git lfs track "*.jpg" -git add .gitattributes -git commit -m "Track large files with Git LFS" -``` - -#### Add, commit, and push the files - -``` -git add -git commit -m 'comments' -git push -``` - - -Repos can also be created through the Hugging Face API using the [create_repo method](https://huggingface.co/docs/huggingface_hub/v1.3.4/en/package_reference/hf_api#huggingface_hub.HfApi.create_repo) with the following parameters: +Repos can also be created through the Hugging Face API using the [create_repo method](https://huggingface.co/docs/huggingface_hub/v1.10.1/en/package_reference/hf_api#huggingface_hub.HfApi.create_repo) with the following parameters: ```py linenums="1" repo_id = "/" @@ -123,16 +83,23 @@ private = True # if you want the repo private See also instructions using the [datasets package](https://huggingface.co/docs/datasets/create_dataset). -[Merge conflicts](https://discuss.huggingface.co/t/how-to-fix-merge-conflicts-in-prs/160090) +## Upload a Dataset with Git + +Using Git to interact with Hugging Face requires installation of [Git LFS](https://git-lfs.com/), the [Hugging Face CLI](https://huggingface.co/docs/huggingface_hub/en/guides/cli), and then enabling large file upload for the repo + +Hugging Face provides details on [git vs http](https://huggingface.co/docs/huggingface_hub/en/concepts/git_vs_http), really using Git vs HfApi + +Hugging Face has moved away from Git LFS, instead utilizing [Xet](https://huggingface.co/docs/hub/en/xet/index) for data storage and version control; this is [backwards compatible with LFS](https://huggingface.co/docs/hub/en/xet/legacy-git-lfs). +## Other Repo Considerations +One time where `git` may be needed, is if one encounters a [merge conflict](https://discuss.huggingface.co/t/how-to-fix-merge-conflicts-in-prs/160090). Unlike GitHub, Hugging Face ***does not*** have conflict resolution UI tools, nor does it provide merge conflict resolution capabilities in the CLI or HfApi. The only means for resolving merge conflicts is to manually update the pull request in a [local clone](The-Hugging-Face-Workflow.md#hugging-face-pull-requests-with-local-edits), pulling `main` into your PR branch and resolving the conflicts. ## Integrity Check Sometimes uploads fail partway through, leaving one or more files un-uploaded. Unfortunately, it seems that there is not an easy solution to be alerted to these issues when not uploading through the UI. Additionally, using a glob pattern to set upload without a dry-run[^1] (in `git` terms, this would be running `git status` after adding files) can also lead to accidental exclusion. To catch these issues, we recommend the following integrity check after uploading a dataset[^1]. -[^1]: The Hugging Face CLI does have a [dry-run mode](https://huggingface.co/docs/huggingface_hub/en/guides/cli#dry-run-mode) for _downloading_ datasets. Additionally, if working with Git LFS, there is a [preupload LFS](https://huggingface.co/docs/huggingface_hub/en/guides/upload#preupload-lfs-files-before-commit) option to ensure ...before committing. -[^2]: Note that Hugging Face does impose [tiered rate limits](https://huggingface.co/docs/hub/rate-limits#rate-limit-tiers) (as of September 2025). +[^1]: The Hugging Face CLI does have a [dry-run mode](https://huggingface.co/docs/huggingface_hub/en/guides/cli#dry-run-mode) for *downloading* datasets. Additionally, if working with Git LFS, there is a [preupload LFS](https://huggingface.co/docs/huggingface_hub/en/guides/upload#preupload-lfs-files-before-commit) option to ensure all files are properly preset and organized before committing. There are additional considerations for sharding noted in the Hugging Face docs. ```python import pandas as pd From 254b7679dcd2aeb3e4435d8e8b979cb90a198763 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Mon, 27 Apr 2026 13:58:32 -0400 Subject: [PATCH 6/8] Clarify UI upload cases Co-authored-by: Hilmar Lapp --- docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md index eb93d41..77bcdd0 100644 --- a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md +++ b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md @@ -27,7 +27,7 @@ In the Files and Versions tab of the repository, you can select "Contribute" to ![Dataset repository Add file button](images/HF-dataset-upload/346190430-9e6cef9b-18ef-4d4a-84c5-1a3f75ac9336.png){ loading=lazy } -This method is fine for smaller files (<100MB), or dataset repositories that are distributed, not well organized, have less files. If you are uploading existing files, navigate to the target folder first. +This method is fine for smaller files (<100MB), or data uploads from distributed sources, that have a relatively flat structure with few directories, and/or have few files. If you are uploading existing files, navigate to the target folder first. ## Upload a Dataset with the Hugging Face CLI From 04b574b971dbbe73bb3a659f45cf1d6110360980 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Mon, 27 Apr 2026 18:50:15 -0400 Subject: [PATCH 7/8] Clarify CLI upload use case Co-authored-by: Hilmar Lapp --- docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md index 77bcdd0..33b4b66 100644 --- a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md +++ b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md @@ -33,7 +33,7 @@ This method is fine for smaller files (<100MB), or data uploads from distributed Hugging Face provides a comprehensive Command Line Interface (CLI) and corresponding [docs](https://huggingface.co/docs/huggingface_hub/en/guides/cli). Note that this is installed with the `huggingface_hub` python package, but can also be installed directly, then called with `hf `. -The Hugging Face CLI is the ideal method for larger datasets, with more files. It works directly from HPC clusters, such as OSC. Under the hood, [`hf upload`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-upload) uses the same upload functions described below, under [Upload a Dataset with HfApi](#upload-a-dataset-with-hfapi). +The Hugging Face CLI is the ideal method for uploads that are large in volume, have more than a few files, and/or a folder structure with many or nested directories. It works directly from HPC clusters, such as OSC. Under the hood, [`hf upload`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-upload) uses the same upload functions described below, under [Upload a Dataset with HfApi](#upload-a-dataset-with-hfapi). When uploading to a dataset, note that the repo type must be specified (`--repo-type=dataset`); this is also the case for spaces, since Hugging Face treats models as the default. From 4cf7e9c4dc503d836c047289ebce01c314d10d11 Mon Sep 17 00:00:00 2001 From: egrace479 Date: Mon, 27 Apr 2026 19:06:54 -0400 Subject: [PATCH 8/8] Add pointer for considerations with large folder uploads --- docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md index 33b4b66..41d4ae8 100644 --- a/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md +++ b/docs/wiki-guide/The-Hugging-Face-Dataset-Upload-Guide.md @@ -33,7 +33,7 @@ This method is fine for smaller files (<100MB), or data uploads from distributed Hugging Face provides a comprehensive Command Line Interface (CLI) and corresponding [docs](https://huggingface.co/docs/huggingface_hub/en/guides/cli). Note that this is installed with the `huggingface_hub` python package, but can also be installed directly, then called with `hf `. -The Hugging Face CLI is the ideal method for uploads that are large in volume, have more than a few files, and/or a folder structure with many or nested directories. It works directly from HPC clusters, such as OSC. Under the hood, [`hf upload`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-upload) uses the same upload functions described below, under [Upload a Dataset with HfApi](#upload-a-dataset-with-hfapi). +The Hugging Face CLI is the ideal method for uploads that are large in volume, have more than a few files, and/or a folder structure with many or nested directories. It works directly from HPC clusters, such as OSC. Under the hood, [`hf upload`](https://huggingface.co/docs/huggingface_hub/en/guides/cli#hf-upload) uses the same upload functions described below, under [Upload a Dataset with HfApi](#upload-a-dataset-with-hfapi). Review [Hugging Face's guidance on large folder uploads](https://huggingface.co/docs/huggingface_hub/v1.10.1/guides/upload#upload-a-large-folder) before selecting a method for uploading large folders to a non-empty repository. When uploading to a dataset, note that the repo type must be specified (`--repo-type=dataset`); this is also the case for spaces, since Hugging Face treats models as the default.