As the demand for DeepSeek large models grows globally, the need for local deployment has skyrocketed. With increasing concerns over data security, network performance, and computing power, businesses face the challenge of achieving high-performance AI inference within a limited budget. Gooxi, a leader in AI solutions, introduces its DeepSeek 671B local deployment system, designed to provide FP16 high precision, cost efficiency, and scalability through 4 x 48GB RTX 4090 or 8 x 24GB RTX 4090 server configurations.

Precision Breakthrough: FP16 Surpasses INT8 for Complex Tasks

In AI inference, computation precision directly impacts result accuracy and generalization. The Gooxi DeepSeek 671B solution supports FP16 floating-point operations, which offer significantly higher precision than INT8, reducing error rates in complex tasks like long-text generation, multi-modal inference, and image creation.

Think of FP16 as a finely detailed ruler—allowing precise measurements, while INT8 is like a coarser ruler that sacrifices accuracy for speed. FP16 ensures greater model compatibility, enabling seamless integration for both training and inference, while INT8 struggles with the compression needed for training.

Real-World Performance: Gooxi’s Multi-Server Deployment Guarantees Stability and Efficiency

Gooxi’s multi-server deployment solution not only offers theoretical advantages but also demonstrates significant improvements in real-world applications:

• Enhanced Generation Quality: In text generation, FP16 reduces logical inconsistencies, producing more coherent and accurate content.
• Higher Stability: For mixed-load tasks or concurrent requests, FP16 delivers greater stability, preventing the errors caused by INT8’s lower precision.
• Better Long-Context Handling: In tasks requiring memory, such as dialogue or code generation, FP16 excels in maintaining contextual relevance, improving task completion.

Cost Efficiency: 40% Reduction with Distributed Architecture

Gooxi’s solution offers exceptional cost efficiency alongside its technological innovations. Deploying 4 x 48GB RTX 4090 servers costs under 1 million RMB, delivering FP16 precision at 40% cost savings. For businesses needing INT8, deployment costs can be halved. The distributed architecture also allows businesses to scale flexibly, adding nodes as needed—avoiding the heavy capital investment required for monolithic server setups.

Setting a New Standard for AI Inference

The Gooxi DeepSeek 671B local deployment solution redefines AI inference by offering precision, scalability, and cost efficiency. With FP16 precision and a flexible, distributed architecture, Gooxi sets a new cost-performance benchmark for enterprise AI.

Furthermore, Gooxi’s full lifecycle service—from design to deployment and maintenance—helps businesses unlock the full potential of large AI models, accelerating their AI-driven transformation.