Create Simple AI Inference

To use Simple AI Inference, you must first create an Inference. To create an inference, follow these steps.

1. Click the All Services > AI-ML > Simple AI Inference menu. 1. Go to the Service Home page of Simple AI Inference.

2. Service Home on the page, click the Create Simple AI Inference button. 2. Navigate to the Create Serverless Inference page.

3. Serverless Inference creation page, enter the information required to create the service and select detailed options.

   • In the Service Information Input area, select the options required to create the service.

     Category	Required	Detailed description
     Inference service name	Required	Enter Serverless Inference service name Enter using lowercase English letters and numbers, 3 ~ 25 characters
     Endpoint	Required	Select external access for Simple AI Inference Private: Use only private endpoint access control Private&Public: Use both private and public endpoint access control
     Private endpoint access control	Selection	Add resources within Samsung Cloud Platform and allow access only to those resources Private Access Allowed Resource: Select the resource to grant access to Click the Add button to select the resource to grant access to Select the resource to delete from the resource list, then click the Delete button to remove it If no resources are added, access is granted to all resources on subnets within the same region Can be modified after applying for a Serverless endpoint
     Public endpoint access control	Selection	Set whether to use public endpoint access control Enabled if set, you can add IPs or resources that are allowed access Public Access Allowed IP: After entering the IP range to allow access in CIDR format or as an IP address, you can add it by clicking the Add button Up to 100 entries can be added If not used, access is allowed for all IPs Can be modified after applying for a Serverless endpoint

     Table. Serverless Inference Service Information Input Items

     Caution

     If you do not use public endpoint access control or set it to the entire IP range (Any, 0.0.0.0/0), the registry can be exposed to security attacks such as external scanning and hacking.
   • In the Additional Information Input area, enter or select the required information.

     Category	Required status	Detailed description
     tag	Selection	Add Tag Up to 50 per resource can be added After clicking the Add Tag button, enter or select Key, Value values

     Table. Serverless Inference additional information input fields

4. Summary Verify the detailed information and estimated charges generated in the panel, then click the Create button.

5. When the popup notifying creation opens, click the Confirm button. 5. The creation request has been completed.

   • When creation is complete, check the created items on the Serverless Inference List page.

Check usage by LLM model

On the Service Home page of Simple AI Inference, you can view the list of LLMs and token usage per model.

1. All Services > AI-ML > Simple AI Inference Click the menu. 1. Go to the Service Home page of Simple AI Inference.
2. Check the per-model usage of LLMs in the LLM Model Usage list on the dashboard of Service Home.

   Category	Detailed description
   Model name	LLM name clicking the name moves to the Report tab on the model’s detail page
   Model type	LLM type information for each model, see Provided model
   Token usage (1 Week)	Token usage for the past week as of today

   Table. Simple AI Inference LLM model usage items

View Serverless Inference details

Follow these steps to view detailed information about Serverless Inference.

1. All Services > AI-ML > Simple AI Inference Click the menu. 1. Go to the Service Home page of Simple AI Inference.

2. On the Service Home page, click the Serverless Inference menu. 2. Serverless Inference List Go to the page.

   Item	Explanation
   Create Service	Serverless Inference can be created When the button is clicked, navigate to the Serverless Inference creation page For creation method, see Create Simple AI Inference
   Inference service name	Serverless Inference name
   Model ID	Model ID value When the Model ID is clicked, navigate to the detailed page of that model For detailed information about the model, see View model detailed information
   Model name	Model Name When clicking the Model ID, navigate to the model’s detail page For detailed information about the model, see View model detailed information
   Planned model termination date	Model’s scheduled end-of-service date
   Latency	Average response time
   Throughput	The average number of tokens the model generates per second
   Uptime	System uptime ratio that allows the system to operate normally without service interruption and handle user requests Green: 95% or higher Yellow: 80% or higher ~ less than 95% Red: less than 80%
   Service cancellation	Serverless Inference can be terminated When the button is clicked, navigate to the Serverless Inference termination page For termination instructions, see Terminate Inference

   Table. Serverless Inference list information

   Reference

   Clicking Model ID or Model name takes you to the Model Catalog’s model detail page, where you can view the model’s detailed information.

3. Serverless Inference List page, click the Inference service name to view detailed information. 3. Serverless Inference Details Go to the page.

   • Serverless Inference Detailed page consists of Details, Report, Tags, Job History tabs.

Detailed Information

Serverless Inference List page lets you view detailed information of the selected resource and modify the information if necessary.

Report

On the Serverless Inference List page, you can view the daily LLM call count and token usage for the selected resource.

Tag

On the Serverless Inference List page, you can view the tag information of the selected resource, and you can add, modify, or delete it.

Job History

You can view the operation history of the selected resource on the Serverless Inference List page.

View model detailed information

You can view the models provided by Simple AI Inference and their detailed information. To view the model details, follow these steps.

1. All Services > AI-ML > Simple AI Inference Click the menu. 1. Go to the Service Home page of Simple AI Inference.
2. On the Service Home page, click the Model Catalog menu. 2. Navigate to the Model Catalog page.
3. On the Model Catalog page, click the model whose detailed information you want to view. 3. Model Catalog Navigate to the detailed page.

   Item	Explanation
   License	Click the button to view the model’s license information.
   Overview	Basic description of the model
   Sales criteria	Model developer
   Category	Scope of model usage
   latest version	Provided version
   Release date	Model release year and date
   Model ID	Model ID information
   Maximum token	Maximum token size
   Output modelities	Model output method
   Input modelities	Model input method
   language	Model language types
   Deployment type	Model deployment method
   Token Limits	Token limit value
   Reqeust Limits	request limit

   Table. Simple AI Inference Provided Model Details

Managing API Keys

You must create and register an API key to use Simple AI Inference in Severless Inference.

Create API Key

To generate an API key, follow these steps.

1. Click the All Services > AI-ML > Simple AI Inference menu. 1. Go to the Service Home page of Simple AI Inference.

2. On the Service Home page, click the API Key menu. 2. Navigate to the API key page.

3. On the API key page, click the Create key button. 3. Create API Key Go to the detail page.

4. On the API Key Creation page, after entering the information required to generate an API key, click the Create button.

   Category	Required status	Detailed description
   Inference type	Required	Select inference type
   Expiration period	Required	Enter the expiration period of the API key permanent checking the item allows use without any time restriction
   Usage	Selection	Enter the purpose of using the API key within 128 characters

   Table. Serverless Inference Service Information Input Items

   Caution

   If you do not use public endpoint access control or set it to the entire IP range (Any, 0.0.0.0/0), the registry can be exposed to security attacks such as external scanning and hacking.

5. When the popup informing you to create an API key opens, click the Confirm button.

   • When an API key is created, it is downloaded once at the time of creation.

Check API Key

To check the API key, follow these steps.

1. All Services > AI-ML > Simple AI Inference Click the menu. 1. Go to the Service Home page of Simple AI Inference.
2. On the Service Home page, click the API Key menu. 2. Go to the API key page.

   Item	Explanation
   Authentication key	Authentication key information
   Inference type	Inference type with a registered authentication key
   Creation timestamp	Authentication key generation time
   Expiration date and time	Authentication key expiration time
   Delete	Delete the selected authentication key It becomes active when you select the authentication key to delete from the key list
   More	Change the usage status of the selected authentication key Disable When selected, the authentication key is not deleted, only its functionality is blocked
   Key generation	Create API key When the button is clicked, go to the Create API Key page Refer to Create API Key for how to create an API key

   Table. Simple AI Inference provided model detailed information

Terminate Inference

Terminate Serverless Inference

To cancel Serverless Inference, follow the steps below.

1. Click the All Services > AI-ML > Simple AI Inference menu. 1. Go to the Service Home page of Simple AI Inference.
2. On the Service Home page, click the Serverless Inference menu. 2. Serverless Inference List Go to the page.
3. On the Serverless Inference List page, click the Cancel Service button of the Serverless Inference you want to delete.
4. When the pop-up notifying service termination opens, enter the service name and click the Confirm button.