From eba2be104d38e9dedcd1b1dee93eb4c0e758aeeb Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 15:46:09 +0100 Subject: [PATCH 01/13] [ZeroGPU] Per tier limits section --- docs/hub/spaces-zerogpu.md | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index 4cf380ab6..931fac218 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -13,7 +13,7 @@ Unlike traditional single-GPU allocations, ZeroGPU's efficient system lowers bar - **Using existing ZeroGPU Spaces** - ZeroGPU Spaces are available to use for free to all users. (Visit [the curated list](https://huggingface.co/spaces/enzostvs/zero-gpu-spaces)). - - [PRO users](https://huggingface.co/subscribe/pro) get x5 more daily usage quota and highest priority in GPU queues when using any ZeroGPU Spaces. + - [PRO users](https://huggingface.co/subscribe/pro) get x7 more daily usage quota and highest priority in GPU queues when using any ZeroGPU Spaces. - **Hosting your own ZeroGPU Spaces** - Personal accounts: [Subscribe to PRO](https://huggingface.co/settings/billing/subscription) to access ZeroGPU in the hardware options when creating a new Gradio SDK Space. - Organizations: [Subscribe to the Enterprise Hub](https://huggingface.co/enterprise) to enable ZeroGPU Spaces for all organization members. @@ -119,6 +119,16 @@ ZeroGPU does not support `torch.compile`, but you can use PyTorch **ahead-of-tim Check out this [blogpost](https://huggingface.co/blog/zerogpu-aoti) for a complete guide on ahead-of-time compilation on ZeroGPU. +## Usage Limitations + +GPU usage is subject to **daily** quotas, per account tier: + +- **Unlogged**: 2 minutes +- **Free account**: 3.5 minutes +- **Pro account**: 25 minutes (7x more than free account) + +Higher quota also means higher prioirty in ZeroGPU queues + ## Hosting Limitations - **Personal accounts ([PRO subscribers](https://huggingface.co/subscribe/pro))**: Maximum of 10 ZeroGPU Spaces. From 95651076c66ba8be95bbccac741250abcd43edfd Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 15:47:52 +0100 Subject: [PATCH 02/13] Update docs/hub/spaces-zerogpu.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Victor Muštar --- docs/hub/spaces-zerogpu.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index 931fac218..bee62c980 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -127,7 +127,7 @@ GPU usage is subject to **daily** quotas, per account tier: - **Free account**: 3.5 minutes - **Pro account**: 25 minutes (7x more than free account) -Higher quota also means higher prioirty in ZeroGPU queues +Higher quota also means higher priority in ZeroGPU queues ## Hosting Limitations From 50c4179708fac2eb871813344b179cac88aa3c20 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 15:52:14 +0100 Subject: [PATCH 03/13] Apply suggestion from @julien-c Co-authored-by: Julien Chaumond --- docs/hub/spaces-zerogpu.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index bee62c980..459e076ce 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -119,7 +119,7 @@ ZeroGPU does not support `torch.compile`, but you can use PyTorch **ahead-of-tim Check out this [blogpost](https://huggingface.co/blog/zerogpu-aoti) for a complete guide on ahead-of-time compilation on ZeroGPU. -## Usage Limitations +## Usage Tiers GPU usage is subject to **daily** quotas, per account tier: From aeabe06def890a3a15f40c3753157b1a1265c7e4 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 16:01:53 +0100 Subject: [PATCH 04/13] Table Updated GPU usage quotas and queue priorities for accounts. --- docs/hub/spaces-zerogpu.md | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index 459e076ce..d2634e6ac 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -123,11 +123,14 @@ Check out this [blogpost](https://huggingface.co/blog/zerogpu-aoti) for a comple GPU usage is subject to **daily** quotas, per account tier: -- **Unlogged**: 2 minutes -- **Free account**: 3.5 minutes -- **Pro account**: 25 minutes (7x more than free account) - -Higher quota also means higher priority in ZeroGPU queues +| Account type | Daily GPU quota | Queue priority | +| -------------- | ---------------- | --------------- | +| Unlogged | 2 minutes | Low | +| Free account | 3.5 minutes | Medium | +| PRO account | 25 minutes | Highest | + +> [!NOTE] +> Remaning quota directly impacts priority in ZeroGPU queues ## Hosting Limitations From e6a4afbd930c2b6e6bf8760869232000a1e249ee Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 16:02:21 +0100 Subject: [PATCH 05/13] Fix typo in ZeroGPU quota note --- docs/hub/spaces-zerogpu.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index d2634e6ac..f175ab12a 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -130,7 +130,7 @@ GPU usage is subject to **daily** quotas, per account tier: | PRO account | 25 minutes | Highest | > [!NOTE] -> Remaning quota directly impacts priority in ZeroGPU queues +> Remaning quota directly impacts priority in ZeroGPU queues. ## Hosting Limitations From 2c63723d0ce3b98c7d1d584ee7fe4b490f1ae514 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 16:11:22 +0100 Subject: [PATCH 06/13] Add ZeroGPU in docs index Added information about ZeroGPU support for demos. --- docs/hub/index.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/docs/hub/index.md b/docs/hub/index.md index 662fd4c15..d8dbc5586 100644 --- a/docs/hub/index.md +++ b/docs/hub/index.md @@ -75,6 +75,7 @@ The Hugging Face Hub is a platform with over 2M models, 500k datasets, and 1M de Gradio Spaces Static HTML Spaces Docker Spaces +ZeroGPU Spaces Embed your Space Run with Docker Reference @@ -144,6 +145,8 @@ The [🤗 `datasets`](https://huggingface.co/docs/datasets/index) library allows We currently support two awesome Python SDKs (**[Gradio](https://gradio.app/)** and **[Streamlit](./spaces-sdks-streamlit)**) that let you build cool apps in a matter of minutes. Users can also create static Spaces, which are simple HTML/CSS/JavaScript pages, or deploy any Docker-based application. +If you need GPU power for your demos, try [**ZeroGPU**](./spaces-zerogpu): it dynamically provides NVIDIA H200 GPUs, in real-time, only when needed. + After you've explored a few Spaces (take a look at our [Space of the Week!](https://huggingface.co/spaces)), dive into the [**Spaces documentation**](./spaces-overview) to learn all about how you can create your own Space. You'll also be able to upgrade your Space to run on a GPU or other accelerated hardware. ⚡️ ## Organizations From 4c248ce14f3ac210d477761b75b1d850f96d7c3f Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 16:44:12 +0100 Subject: [PATCH 07/13] Update docs/hub/spaces-zerogpu.md Co-authored-by: Pedro Cuenca --- docs/hub/spaces-zerogpu.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index f175ab12a..e27d07345 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -125,7 +125,7 @@ GPU usage is subject to **daily** quotas, per account tier: | Account type | Daily GPU quota | Queue priority | | -------------- | ---------------- | --------------- | -| Unlogged | 2 minutes | Low | +| Unauthenticated | 2 minutes | Low | | Free account | 3.5 minutes | Medium | | PRO account | 25 minutes | Highest | From 00b2cbfeede73b3cbc570da54df832fb569ad317 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 16:45:05 +0100 Subject: [PATCH 08/13] Update docs/hub/spaces-zerogpu.md Co-authored-by: Julien Chaumond --- docs/hub/spaces-zerogpu.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index e27d07345..6b50c126a 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -130,7 +130,7 @@ GPU usage is subject to **daily** quotas, per account tier: | PRO account | 25 minutes | Highest | > [!NOTE] -> Remaning quota directly impacts priority in ZeroGPU queues. +> Remaining quota directly impacts priority in ZeroGPU queues. ## Hosting Limitations From 2a06498eca3db900b0a64f0cc29380dfba61656f Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 16:48:50 +0100 Subject: [PATCH 09/13] Add Team and Enterprise plan GPU quotas --- docs/hub/spaces-zerogpu.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index 6b50c126a..24a690a2a 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -123,11 +123,13 @@ Check out this [blogpost](https://huggingface.co/blog/zerogpu-aoti) for a comple GPU usage is subject to **daily** quotas, per account tier: -| Account type | Daily GPU quota | Queue priority | -| -------------- | ---------------- | --------------- | -| Unauthenticated | 2 minutes | Low | -| Free account | 3.5 minutes | Medium | -| PRO account | 25 minutes | Highest | +| Account type | Daily GPU quota | Queue priority | +| -------------------------- | ---------------- | --------------- | +| Unauthenticated | 2 minutes | Low | +| Free account | 3.5 minutes | Medium | +| PRO account | 25 minutes | Highest | +| Team plan (per seat) | 25 minutes | Highest | +| Enterprise plan (per seat) | 25 minutes | Highest | > [!NOTE] > Remaining quota directly impacts priority in ZeroGPU queues. From a6b22ae3c12b04d0a0472b002f20d7c11762d40a Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 3 Nov 2025 16:53:56 +0100 Subject: [PATCH 10/13] Rephrase --- docs/hub/spaces-zerogpu.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index 24a690a2a..4331bf286 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -123,13 +123,13 @@ Check out this [blogpost](https://huggingface.co/blog/zerogpu-aoti) for a comple GPU usage is subject to **daily** quotas, per account tier: -| Account type | Daily GPU quota | Queue priority | -| -------------------------- | ---------------- | --------------- | -| Unauthenticated | 2 minutes | Low | -| Free account | 3.5 minutes | Medium | -| PRO account | 25 minutes | Highest | -| Team plan (per seat) | 25 minutes | Highest | -| Enterprise plan (per seat) | 25 minutes | Highest | +| Account type | Daily GPU quota | Queue priority | +| ------------------------------ | ---------------- | --------------- | +| Unauthenticated | 2 minutes | Low | +| Free account | 3.5 minutes | Medium | +| PRO account | 25 minutes | Highest | +| Team organization member | 25 minutes | Highest | +| Enterprise organization member | 25 minutes | Highest | > [!NOTE] > Remaining quota directly impacts priority in ZeroGPU queues. From bcd52caf7e61ddea9c6e8a735b3dbd233d31e82e Mon Sep 17 00:00:00 2001 From: Charles Date: Wed, 5 Nov 2025 16:37:26 +0100 Subject: [PATCH 11/13] Remove Spaces changelog from list --- docs/hub/index.md | 1 - 1 file changed, 1 deletion(-) diff --git a/docs/hub/index.md b/docs/hub/index.md index d8dbc5586..8da2a01b3 100644 --- a/docs/hub/index.md +++ b/docs/hub/index.md @@ -79,7 +79,6 @@ The Hugging Face Hub is a platform with over 2M models, 500k datasets, and 1M de Embed your Space Run with Docker Reference -Changelog Advanced Topics Sign in with HF From 0a1a8700d7e012b51eb1890430f40bd7eb5709df Mon Sep 17 00:00:00 2001 From: Charles Date: Wed, 5 Nov 2025 16:39:14 +0100 Subject: [PATCH 12/13] Update docs/hub/spaces-zerogpu.md Co-authored-by: Julien Chaumond --- docs/hub/spaces-zerogpu.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index 4331bf286..51410f156 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -129,7 +129,7 @@ GPU usage is subject to **daily** quotas, per account tier: | Free account | 3.5 minutes | Medium | | PRO account | 25 minutes | Highest | | Team organization member | 25 minutes | Highest | -| Enterprise organization member | 25 minutes | Highest | +| Enterprise organization member | 45 minutes | Highest | > [!NOTE] > Remaining quota directly impacts priority in ZeroGPU queues. From ba5bba6686167302277d35cf9a34ac96f4bae32d Mon Sep 17 00:00:00 2001 From: Charles Date: Wed, 5 Nov 2025 16:40:17 +0100 Subject: [PATCH 13/13] "to a Team or Enterprise plan" --- docs/hub/spaces-zerogpu.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/hub/spaces-zerogpu.md b/docs/hub/spaces-zerogpu.md index 51410f156..89ad8b6a5 100644 --- a/docs/hub/spaces-zerogpu.md +++ b/docs/hub/spaces-zerogpu.md @@ -16,7 +16,7 @@ Unlike traditional single-GPU allocations, ZeroGPU's efficient system lowers bar - [PRO users](https://huggingface.co/subscribe/pro) get x7 more daily usage quota and highest priority in GPU queues when using any ZeroGPU Spaces. - **Hosting your own ZeroGPU Spaces** - Personal accounts: [Subscribe to PRO](https://huggingface.co/settings/billing/subscription) to access ZeroGPU in the hardware options when creating a new Gradio SDK Space. - - Organizations: [Subscribe to the Enterprise Hub](https://huggingface.co/enterprise) to enable ZeroGPU Spaces for all organization members. + - Organizations: [Subscribe to a Team or Enterprise plan](https://huggingface.co/enterprise) to enable ZeroGPU Spaces for all organization members. ## Technical Specifications