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Hugging Face CLI (

hf

) Reference Guide

The

hf

command is the modern command-line interface for interacting with the Hugging Face Hub, providing tools to manage repositories, models, datasets, and Spaces.

IMPORTANT: The
hf
command replaces the now deprecated
huggingface-cli
command.

Quick Start

Installation:

curl -LsSf https://hf.co/cli/install.sh | bash -s

Help: Use
```
hf --help
```
to view all available functions and real-world examples.
Authentication: Recommended via
```
HF_TOKEN
```
environment variable or the
```
--token
```
flag.

Core Commands

General Operations

```
hf download REPO_ID
```
: Download files from the Hub.
```
hf upload REPO_ID
```
: Upload files/folders (recommended for single-commit).
```
hf upload-large-folder REPO_ID LOCAL_PATH
```
: Recommended for resumable uploads of large directories.
```
hf sync
```
: Sync files between a local directory and a bucket.
```
hf env
```
/
```
hf version
```
: View environment and version details.

Authentication (

hf auth

)

```
login
```
/
```
logout
```
: Manage sessions using tokens from huggingface.co/settings/tokens.
```
list
```
/
```
switch
```
: Manage and toggle between multiple stored access tokens.
```
whoami
```
: Identify the currently logged-in account.

Repository Management (

hf repos

)

```
create
```
/
```
delete
```
: Create or permanently remove repositories.
```
duplicate
```
: Clone a model, dataset, or Space to a new ID.
```
move
```
: Transfer a repository between namespaces.
```
branch
```
/
```
tag
```
: Manage Git-like references.
```
delete-files
```
: Remove specific files using patterns.

Specialized Hub Interactions

Datasets & Models

Datasets:
```
hf datasets list
```
,
```
info
```
, and
```
parquet
```
(list parquet URLs).
SQL Queries:
```
hf datasets sql SQL
```
— Execute raw SQL via DuckDB against dataset parquet URLs.
Models:
```
hf models list
```
and
```
info
```
.
Papers:
```
hf papers list
```
— View daily papers.

Discussions & Pull Requests (

hf discussions

)

Manage the lifecycle of Hub contributions:
```
list
```
,
```
create
```
,
```
info
```
,
```
comment
```
,
```
close
```
,
```
reopen
```
, and
```
rename
```
.
```
diff
```
: View changes in a PR.
```
merge
```
: Finalize pull requests.

Infrastructure & Compute

Endpoints: Deploy and manage Inference Endpoints (
```
deploy
```
,
```
pause
```
,
```
resume
```
,
```
scale-to-zero
```
,
```
catalog
```
).
Jobs: Run compute tasks on HF infrastructure. Includes
```
hf jobs uv
```
for running Python scripts with inline dependencies and
```
stats
```
for resource monitoring.
Spaces: Manage interactive apps. Includes
```
dev-mode
```
and
```
hot-reload
```
for Python files without full restarts.

Storage & Automation

Buckets: Full S3-like bucket management (
```
create
```
,
```
cp
```
,
```
mv
```
,
```
rm
```
,
```
sync
```
).
Cache: Manage local storage with
```
list
```
,
```
prune
```
(remove detached revisions), and
```
verify
```
(checksum checks).
Webhooks: Automate workflows by managing Hub webhooks (
```
create
```
,
```
watch
```
,
```
enable
```
/
```
disable
```
).
Collections: Organize Hub items into collections (
```
add-item
```
,
```
update
```
,
```
list
```
).

Advanced Usage & Tips

Global Flags

```
--format json
```
: Produces machine-readable output for automation.
```
-q
```
/
```
--quiet
```
: Limits output to IDs only.

Extensions & Skills

Extensions: Extend CLI functionality via GitHub repositories using
```
hf extensions install REPO_ID
```
.
Skills: Manage AI assistant skills with
```
hf skills add
```
.

License

MIT

Quick Start

Install Command

mkdir -p ~/.hermes/skills/mlops/huggingface-hub && curl -o ~/.hermes/skills/mlops/huggingface-hub/SKILL.md https://raw.githubusercontent.com/NousResearch/hermes-agent/main/skills/mlops/huggingface-hub/SKILL.md

huggingface-hub

AI Skill Market Insights

Be Part of the 0+ Developer Community

Hugging Face CLI (
`hf`
) Reference Guide

Quick Start

Core Commands

General Operations

Authentication (
`hf auth`
)

Repository Management (
`hf repos`
)

Specialized Hub Interactions

Datasets & Models

Discussions & Pull Requests (
`hf discussions`
)

Infrastructure & Compute

Storage & Automation

Advanced Usage & Tips

Global Flags

Extensions & Skills

License

Quick Start

Install Command

TEAR & SHARE

Tags

segment-anything-model

serving-llms-vllm

weights-and-biases

dspy

unsloth

Channels

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Company

huggingface-hub

AI Skill Market Insights

Be Part of the 0+ Developer Community

Hugging Face CLI (hf) Reference Guide

Quick Start

Core Commands

General Operations

Authentication (hf auth)

Repository Management (hf repos)

Specialized Hub Interactions

Datasets & Models

Discussions & Pull Requests (hf discussions)

Infrastructure & Compute

Storage & Automation

Advanced Usage & Tips

Global Flags

Extensions & Skills

License

Quick Start

Install Command

TEAR & SHARE

Tags

Channels

Learn

Compare

Company

Hugging Face CLI (
`hf`
) Reference Guide

Authentication (
`hf auth`
)

Repository Management (
`hf repos`
)

Discussions & Pull Requests (
`hf discussions`
)