Genta Technology Enterprise Generative AI Overview

Introduction

Genta Technology provides a comprehensive system for building, deploying, and managing Generative AI solutions. Our platform offers the flexibility to operate on the cloud or on-premises, ensuring high performance and cost-efficiency without compromising quality. This document outlines the key components of our solution and their functionalities.

Key Components

1. Genta Inference Engine

   The Genta Inference Engine is designed to run various Generative AI models, including Large Language Models (LLMs), Stable Diffusion Models, Speech to Text Models, and Image Captioning Models, with unmatched speed and efficiency on cloud or locally on premise.

   Features:

   1. High Speed Performance

      1. Faster than Huggingface transformers pipeli

      2. 3x faster than TGI and vLLM

      3. Handles over 100 concurrent requests without performance and speed degradation

   2. Advance Techniques

      1. Continuous Batching (Inflight Batching): Optimizes simultaneous request handling.

      2. Paged KV Cache: Enhances memory efficiency.

      3. Grouped Query Attention: Streamlines attention mechanisms.

      4. Flash Decoding 2: Accelerates the decoding process.

      5. Post-Training Quantization: Reduces model size and computational needs.

      6. Multi-GPU Support with Tensor Parallelism: Maximizes performance by distributing workloads across multiple GPUs.

   
   

2. Genta Document Parser

   The Genta Document Parser simplifies the management of complex enterprise data by automating the parsing of texts, tables, and images from various document formats.

   Features:

   1. Document Layout Analyzer: Organizes document sections and elements.

   2. Optical Character Recognition (OCR): Utilizes Surya and Tesseract for high-precision text recognition.

   3. Image Captioning: Employs Kosmos-2 for descriptive image captions.

   4. Graph Data Extractor: Uses Deplot to interpret data from graphs and charts.

   
   

3. Kolosal Platform

   Kolosal is an intuitive platform for building custom AI agents and managing AI workflows.

   Features:

   1. Custom Model Integration: Easily integrate multiple AI models.

   2. Guardrails: Ensure AI behavior aligns with desired outcomes.

   3. Custom Functions: Extend AI capabilities with bespoke functions.

   4. Workspace Management: Collaborate with your team and manage projects locally.

AI Data Safety

Genta Technology prioritizes AI data safety, ensuring that data remains secure and private throughout AI deployment and operation. Our platform integrates stringent security measures to protect your data at all stages.

Benefits

1. Efficiency: Achieve high performance with reduced cost of ownership.

2. Scalability: Handle large-scale deployments effortlessly.

3. Data Security: Maintain full control and privacy of your data.

4. Flexibility: Deploy on the cloud or on-premises as per your needs.