# Prompts Studio

In addition to the in-house models, the Aisera platform aims to make LLM fine-tuning  more accessible at the enterprise level by enabling you to fine-tune your own models for specific tasks. This fine-tuning ability makes each step in the workflow as simple and transparent as possible.  

<figure><img src="https://3281977978-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvBFXjH9S1CAy9f5hzg5Q%2Fuploads%2Fx9YoHJDYgEpFCgKYmk8J%2Fprompts_studio1.png?alt=media&#x26;token=040fcf38-2d10-4a39-928c-339399880d35" alt=""><figcaption></figcaption></figure>

Aisera’s Generative AI stack includes the **Aisera Prompts Studio:** a no-code interface where:

* You can select from a number of LLMs the one that best fits your needs. Before selecting a model to fine-tune, you should have experimented with prompting different models using Prompts Studio.
* You can define a precise use case for which you need to fine-tune a model.
* The system will guide you through the data preparation process.
* The datasets are linked to use cases and can be tagged with attributes allowing parts of it to be reusable across an organization.
* The Prompts Studio supports generated datasets and human evaluation and feedback to enable human-in-the-loop training approaches.
* You can train a model using default values for the model’s hyper-parameters.
* You can evaluate and compare different fine-tuned models against a number of metrics and get visual feedback on the performance of each model.
* You have access to advanced settings where you can customize the values for the model’s hyper-parameters based on feedback from the evaluation step.

#### Clone and Delete Actions

You can use **Clone** and **Delete** actions on specific prompts within the Prompt Studio.

<figure><img src="https://lh7-rt.googleusercontent.com/docsz/AD_4nXdVdStPWV7fofUO5h5x_f4mWm3DgdCRyWuemsoyChAhuI7soRP1GGjXPL973oD_eHDQ2WY7g6HZzGfhPhFCqjbfhTBOgihS5AnPw8TjLQ75BXOkK_DgZJuvjMiE_9QImqp_4GYAyGq9SWqDCy0mbo4?key=jbWBjollsr6PWipRLroJmH8z" alt=""><figcaption><p>Clone and Delete Actions</p></figcaption></figure>

The Actions column on the far right side of the table, contains prompt actions for Custom or Tuned prompts. There are no supported actions at this time for Global prompts.\
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**Supported Actions**

* For Custom prompts, you can Clone and Delete the prompt from the Actions column.
* For Tuned prompts, you can only Delete the prompt from the Actions column; the clone functionality will not be available for Tuned prompts.

### Prompt Playground

When you select a Prompt, you will open the Prompt Playground where you can see the definition and values for the prompt.

<figure><img src="https://3281977978-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvBFXjH9S1CAy9f5hzg5Q%2Fuploads%2FQ1xYOT0MsdCnKN5HtBXs%2Fprompts_playground.png?alt=media&#x26;token=6399b2be-92d6-4628-9390-b42703a23dbd" alt=""><figcaption><p>Ability to Edit Prompts</p></figcaption></figure>

* You can chat with the fine-tuned model to test it before deciding that it’s good enough to be used in an actual application.