Technology | EIGHT UNIT

Technology

At EIGHT UNIT, we understand that the heart of any AI-related project is a powerful and reliable computational infrastructure. That's why we have developed a range of high-performance clusters designed to provide optimal power and efficiency for your tasks

Our clusters are equipped with the latest generation of GPUs from leading chip manufacturer Nvidia, ensuring the highest data processing and analysis speeds. We offer various cluster configurations tailored to specific needs and tasks

CPU Basic

Our basic solution for small teams. These clusters utilize virtual CPU cores and are deployed on Intel Xeon processors

Type

CPU

Memory

16 GB

GPU Memory

Price per hour

$0.08/hour

Scalability

Our clusters are easily scalable, allowing you to increase computational power according to the growing demands of your project

Flexibility

Our clients can choose the optimal cluster configuration based on their unique needs and budget

Efficiency

Thanks to hardware-level optimization, our clusters provide maximum performance with minimal energy consumption

Enterprise level

Our entire ecosystem is built from the ground up and optimized for enterprise workloads

Innovations at GPUnit

Our team pays special attention to developing and implementing the latest advancements in the world of AI, ensuring our clients are always at the forefront of technological progress.

We utilize advanced deep learning and machine learning technologies to process large volumes of data, enabling AI models to learn and adapt efficiently. This forms the foundation for creating intelligent systems capable of self-learning and real-time decision-making

Our clusters are equipped with specialized computing resources, including graphics processors (GPUs) and neuromorphic chips, optimized for AI tasks. These technologies accelerate the training process of models and enhance their performance, making our solutions more powerful and efficient

We are actively exploring the possibilities of the Internet of Things (IoT) for data collection, allowing us to gather information from numerous devices and sources. This creates a foundation for training our AI models on diverse and large-scale data, improving their ability to analyze and understand the real world

Recognizing the importance of ethical considerations and security in AI, EIGHT UNIT develops standards and principles for the ethical use of AI technologies. We strive to create safe and fair AI that serves society and respects data privacy

Images Generated Using Stable Diffusion Model on Nvidia H100 Clusters

AI Models

Learn about the latest AI models that have been successfully trained and tested on our clusters

Pixboost

With Pixboost, you can efficiently upscale input images. The chain of hidden pipelines significantly enhances noise reduction parameters compared to other models

Model description

First, the base Pixboost model is used to generate hidden data of the desired output size. In the second stage, we use a specialized high-resolution model and apply a method called PixboostEdit to the hidden objects generated in the first stage to produce the final output

35 mln. parameters

Cluster: Nvidia T4

Documentary

Documentary was developed to understand document images (e.g., invoices). This model is refined based on DocVQA, a dataset for visual question answering on documents

Model description

Documentary consists of an image encoder (Swin Transformer) and a text decoder (BART). Upon receiving an image, the encoder first converts it into an embedding tensor (shape: batch_size, seq_len, hidden_size), after which the decoder autoregressively generates text based on the encoding created by the encoder

56 mln. parameters

Cluster: Nvidia A10

MaskCraft

MaskCraft creates high-quality object masks from input prompts such as points or rectangles and can be used to generate masks for all objects in an image

Model description

MaskCraft consists of an image encoder that performs cross-attention between image embeddings and point embeddings, and between point embeddings and contextualized masks. The mask decoder then predicts the output masks based on the contextualized masks produced by the image encoder

92 mln. parameters

Cluster: Nvidia A10

Meshwork

Meshwork transforms a single image into a 3D textured mesh using a convolutional reconstruction model. It allows for the creation of 3D models of objects from an image

Model description

Meshwork includes a diffusion model to create multi-view images from a single input image, another diffusion model to create CCM, and a reconstruction model based on UNet to obtain the final textured mesh

140 mln. parameters

Cluster: Nvidia H100

Security

At EIGHT UNIT, we take pride in our commitment to the highest standards of quality and security. Our company is certified to the international security standards, which confirms our dedication to ensuring the safety of our clients' information and data. We securely protect:

User Data: Personal information, transaction history and all user data are protected in accordance with international security standards

Infrastructure: The physical and virtual infrastructure of EIGHT UNIT is reliably protected against external threats and attacks, including DDoS attacks and malware

Transactions: All financial operations and transactions are conducted through encrypted communication channels, ensuring their confidentiality and integrity

Connections and networks: All network connections used by EIGHT UNIT are secured with modern encryption protocols, including SSL/TLS, to protect data during transmission