# Executing pinned inference model

**URL:** </static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fexecuting-pinned-inference-model%2F38716%3E%5C
**Category:** Models\
**Created:** [May 4, 2023, 6:53pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fexecuting-pinned-inference-model%2F38716 "2023-05-04T18:53:18Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![anon47283947](https://avatars.discourse-cdn.com/v4/letter/a/67e7ee/32.png) [@anon47283947](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fanon47283947)%5C
**Post date:** [May 4, 2023, 6:53pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fexecuting-pinned-inference-model%2F38716%2F1 "2023-05-04T18:53:18Z")

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Hi Team,  
I can not load my model in inference. This is our organization link:

> **[foundry (Foundry Digital)](https://huggingface.co/foundry)**
>
> AI, NLP, Blockchain

Possible you can pin GPU for our organization to check inference.  
Best Regards,  
Naman Pundir  
Foundry Digital

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**Author:** ![radames](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/radames/32/28246_2.png) [@radames](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fradames)%5C
**Post date:** [May 4, 2023, 9:41pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fexecuting-pinned-inference-model%2F38716%2F2 "2023-05-04T21:41:20Z")

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hi @anon47283947 ,

Unfortunately pinning models is not supported anymore, we recommend new clients to look into the [Inference Endpoints](https://huggingface.co/inference-endpoints) solution

> Model pinning is only supported for existing customers.
> 
> If you’re interested in having a model that you can [readily deploy for inference](https://ui.endpoints.huggingface.co/new), take a look at our [Inference Endpoints](https://huggingface.co/inference-endpoints) solution! It is a secure production environment with dedicated and autoscaling infrastructure, and you have the flexibility to choose between CPU and GPU resources.

> **[Details on pinned models](https://huggingface.co/docs/api-inference/usage)**
>
> We’re on a journey to advance and democratize artificial intelligence through open source and open science.