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Choose the right token for each use
Hugging Face recommends creating one access token per app or use. This limits the disruption of revoking a credential and makes it easier to identify which workflow owns it. Name each token for its purpose, and avoid placing its value in source code, shell history, or logs.
User Access Tokens are Hugging Face’s recommended way to authenticate applications and notebooks. The documented token roles are fine-grained, read, and write. A read token can access repositories the user is allowed to read, including eligible private repositories. A write token also permits writing to repositories where the user has write privileges. Organization membership and role still constrain what the token can do; a token does not grant access the user does not have. See Hugging Face’s User access tokens documentation.
Use fine-grained tokens in production
Hugging Face recommends fine-grained tokens for production so a leaked credential has a narrower potential impact. Grant only the resource and actions the application needs. For example, if a production app needs read access to one gated model, an authorized organization member can request access and create a fine-grained token limited to that model.
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Match token scope to the job
- Read: use when the app only needs to fetch repositories the user can read.
- Write: use only when the workflow must modify repositories and the user has write permission for them.
- Fine-grained: use for production or other cases where access should be limited to particular resources and permissions.
Before issuing a token, identify the repository or resource, whether the workflow needs read or write actions, and which user or organization permissions are required. Avoid a broad token when a narrower one will work.
Restrict human access to organization repositories
Organization member roles determine the baseline access available to a person and their tokens. Hugging Face documents five roles: no_access, read, contributor, write, and admin. Assign roles in the organization’s member settings and reserve broad permissions for responsibilities that require them. The organization access-control documentation describes the roles.
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| Role | Access described by Hugging Face | Typical fit |
|---|---|---|
no_access |
No organization repository access. | A member who should not access organization repositories. |
read |
Read-only access to organization repositories, plus organization metadata and settings described in the guide. | People who need to inspect or use repositories but not modify them. |
contributor |
Additional write rights for repositories the member created; it does not grant organization-wide repository write access. | Members who maintain their own contributed repositories. |
write |
Can change all organization repositories, including creating, deleting, renaming, and pushing content. | People responsible for repository work across the organization. |
admin |
Includes organization profile and member management. | Organization administrators who need those management duties. |
Use Resource Groups for different repository sets
Resource Groups provide a more specific organization boundary than a broad organization role when different teams need access to different repositories. Hugging Face documents this feature for Team and Enterprise plans. Add the relevant people to the group and assign their role there. A repository can belong to only one Resource Group. Private repositories assigned to a group are visible only to its members; public repositories remain visible to everyone. Details are in the Resource Groups documentation.
Make repositories private when access should be restricted
Change a repository’s visibility in its repository settings. Hugging Face says private model and dataset repositories do not appear in other users’ search results and cannot be cloned by users without access; an unauthorized visitor may see “404 – Repo not found.” Private visibility does not replace careful member and token permissions. See Repository Settings.
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- PRIMARY & SPARE KEYS: Just like having a spare house key, we recommend buying two YubiKeys - one for daily use and one as a spare. That way you’ll never get locked out of your accounts
Reduce credential exposure in automation
Use a service account for organization automation
A service account avoids tying an organization workflow to an employee’s personal identity. Its access is controlled with fine-grained tokens, which can be scoped organization-wide or to specific repositories. Administrators can update permissions, rotate a token, or delete it. The token is shown only at creation or rotation, so save it directly in an appropriate secrets manager rather than in code or logs. See Hugging Face’s Service Accounts documentation.
Consider Trusted Publishers for supported CI/CD
For supported CI/CD providers and workflows, Trusted Publishers exchange the provider’s OIDC identity token for a short-lived Hugging Face token at the start of a run. This can avoid keeping a long-lived Hub access token as a CI secret. Hugging Face documents repo-scoped publishing and user-scoped access to gated repositories as use cases. Before implementing it, verify that your provider and workflow are supported, configure repository trust as required, and request only the permissions the job needs. Start with the current token documentation.
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- WORKS WITH 1000+ ACCOUNTS: Compatible with Google, Microsoft, and Apple. A single Security Key NFC secures 100 of your favorite accounts, including email, password managers, and more.
- FAST & CONVENIENT LOGIN: Plug in your Security Key NFC via USB-A and tap it, or tap it against your phone (NFC) to authenticate. No batteries, no internet connection, and no extra fees required.
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- BUILT TO LAST: Made from tough, waterproof, and crush-resistant materials. Manufactured in Sweden and programmed in the USA with the highest security standards.
Set organization token policies where available
Team and Enterprise organization administrators can configure token policies. The documented choices include allowing user access tokens by default, allowing only fine-grained tokens, or requiring administrator approval. With an approval policy, pending tokens cannot access that organization’s resources before approval. Administrators can also review token permissions and usage to identify broad scopes or inactive credentials. See Tokens Management.
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- WORKS WITH 1000+ ACCOUNTS: Compatible with popular accounts like Google, Microsoft, and Apple. A single YubiKey 5 secures 100+ of your favorite accounts, including email, password managers, and more.
- FAST & CONVENIENT LOGIN: Plug in your YubiKey 5 via USB and tap it to authenticate. No batteries, no internet connection, and no extra fees required.
- MOST SECURE PASSKEY: Supports FIDO2/WebAuthn, FIDO U2F, Yubico OTP, OATH-TOTP/HOTP, Smart card (PIV), and OpenPGP. That means it’s versatile, working almost anywhere you need it.
- BUILT TO LAST: Made from tough, waterproof, and crush-resistant materials. Manufactured in Sweden and programmed in the USA with the highest security standards.
Respond to an exposed token
- Invalidate it promptly. For your own token, open Hugging Face Access Tokens settings and delete or refresh the exposed credential. A token left active may let someone read or write private repositories within its effective permissions.
- Replace only the affected workflow’s credential. Create a replacement token with the narrowest permissions required, then update the relevant application or secret store. Separate tokens make it possible to do this without changing unrelated integrations.
- Check the access boundary. Review the token’s scope along with the owner’s organization memberships and roles. If it was an organization service-account token, an administrator can rotate or delete it and review its permissions.
- Report another person’s exposed token through Hugging Face’s documented revocation endpoint. Hugging Face says the endpoint invalidates matching submitted tokens immediately; follow the procedure in its token guidance.
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