---
description: >-
  Seal AI lets you run your generative AI model on your hardwares at blazing
  fast speed.
---

# Seal AI

\*\*This section is currently under construction. Please check back later for updates.

In short, SealAI is a general runtime engine that supports all major types of GenAI models. It provides fast performance on all major hardware platforms. SealAI's architecture uses compiler code generation optimization techniques. SealAI also supports fine-tuning and provides flexibility for model refinement and adaptation.

With SealAI, we enable you can build your AI assistant and have the ability of deploying compound AI system on your edge. SealAI is a plug-and-play framework, specifically designed for a spectrum of large foundational models such as LLM, text-to-speech, video generation, music generation, and vision transformer models on various computing platforms.

SealAI aims to overcome the limitations of conventional compiler methods. To overcome those limitations, the SealAI runtime framework separates the operator library frontend and the (cross-device) backend support. For the front end (i.e. the interpreter), it applies to all kinds of general large-scale foundational models. The backend engine leverages unique acceleration techniques, which are online, instantaneous optimizations especially suitable for ultra-deep transformer structures.

#### Benefits

* Enhanced model adaptability and fine-tuning
* Accelerated processing for large-scale GenAI models
* Seamless integration across various platforms
* Superior model performance on edge
* User-friendly interface with minimal setup



<figure><img src="https://236943096-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLMBDlPYBr0AIt92m5tmJ%2Fuploads%2Fo1mEYUadhWsbCB3uhh98%2FSealArch.png?alt=media&#x26;token=2317f2dd-2628-4be7-a94e-d5b1385c9dde" alt=""><figcaption></figcaption></figure>

#### Features

* Run your inference with one-click
* General AI model support
* Superior Performant
* Run your customized models (LoRA, Checkpoint)
* Plug and Play
* Hardware agnostic

<figure><img src="https://236943096-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLMBDlPYBr0AIt92m5tmJ%2Fuploads%2Fdbj0XwVNymXeLubhV0sX%2FSealAI-background.png?alt=media&#x26;token=e867dc41-4c25-43c1-ac51-202d73affa8a" alt="" width="375"><figcaption></figcaption></figure>

## Getting Started

Simply download our [SealAI](https://www.sealml.ai) to run inference with one-click on your device.

Pick and download your model in the app and start to build!

<figure><picture><source srcset="https://236943096-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLMBDlPYBr0AIt92m5tmJ%2Fuploads%2F1I5c0rnHV3gFmQh98Raw%2FScreenshot%202024-08-12%20at%2011.32.09%E2%80%AFAM.png?alt=media&#x26;token=304cbd08-2c39-4034-875a-ca9170f9a6eb" media="(prefers-color-scheme: dark)"><img src="https://236943096-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLMBDlPYBr0AIt92m5tmJ%2Fuploads%2FJ1CbhTIDXA6DTPglKDK0%2FScreenshot%202024-08-12%20at%2011.32.22%E2%80%AFAM.png?alt=media&#x26;token=2f2de0e6-265e-4a4c-bc83-e51380b71932" alt=""></picture><figcaption><p>Run Diffusion model on a Macbook M1 </p></figcaption></figure>

## Model Supporting

Model management on SealAI.&#x20;

<figure><picture><source srcset="https://236943096-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLMBDlPYBr0AIt92m5tmJ%2Fuploads%2Ff1hlvOpX0sm8MwK8opvb%2FScreenshot%202024-08-12%20at%2011.30.51%E2%80%AFAM.png?alt=media&#x26;token=361ce643-062e-470b-85ab-eeda456ca4b5" media="(prefers-color-scheme: dark)"><img src="https://236943096-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FLMBDlPYBr0AIt92m5tmJ%2Fuploads%2FJmsnYB1Db3UHS8FrqOIj%2FScreenshot%202024-08-12%20at%2011.30.05%E2%80%AFAM.png?alt=media&#x26;token=784eded4-4624-403b-849b-72a3ac523e52" alt=""></picture><figcaption><p>Many fine-tuned models</p></figcaption></figure>

### Importing Your Model

Once you've picked your model, you can easily import it into SealAI by following these steps:

1. Open the SealAI application.
2. Navigate to the 'Models Management' section from the main menu.
3. Click on the 'Import Model' button.
4. Select the downloaded model file from your device.
5. Follow the on-screen prompts to complete the import process.

With your model imported, you can now leverage SealAI's powerful features to manage and deploy your models efficiently.



