Baichuan Intelligence Releases One-Stop Commercialization Solution for Large Models

2024-10-31

Today, Baichuan Intelligence's official account announced the successful launch of their all-in-one commercialization solution for large-scale models, designed to offer businesses comprehensive, efficient, and cost-effective support for intelligent transformation. This solution encompasses end-to-end general training data and introduces two key models — Baichuan4-Turbo and Baichuan4-Air — along with a complete suite of domain-specific enhancement toolchains, enabling enterprises to effortlessly implement private deployments and achieve up to 96% availability across various scenarios.

According to Baichuan Intelligence, this solution distinguishes itself with four major benefits: "extensive tools, swift responsiveness, remarkable results, and low costs." By integrating the Baichuan4-Turbo and Baichuan4-Air models with advanced algorithms such as dynamic hyperparameter search and adaptive ratio adjustment, businesses can perform mixed fine-tuning using their proprietary data and models, significantly enhancing model performance across multiple applications. In specialized sectors like finance, education, and healthcare, the solution achieves an average task availability of up to 96%.

Key Features of the Two Core Models:

  • · Baichuan4-TurboEngineered for complex environments. Its primary functions, including text generation, knowledge-based Q&A, multilingual processing, and data clustering, have seen substantial improvements. Notably, its information summarization capability has increased by 50% compared to the previous version. This model can be deployed using just 2 NVIDIA 4090 GPUs, with inference costs reduced to 15% of those for Baichuan4. Performance-wise, Baichuan4-Turbo's initial token generation speed has surged by 51%, and token throughput has risen by 73%.

  • · Baichuan4-AirProven suitable for high-traffic scenarios. It matches the performance of Baichuan4 while reducing inference costs to merely 1% of Baichuan4's costs, meaning processing one million tokens costs only 0.98 RMB. Regarding performance, Baichuan4-Air excels with a 77% increase in initial token speed and a 93% boost in token throughput. Official sources state that, using the same training data, Baichuan4-Air significantly outperforms MoE models with GPT4-style and Mixtral-style architectures in both time efficiency and overall performance.

Additionally, this solution offers exceptional compatibility, efficiently supporting a range of mainstream processors such as NVIDIA 4090/A/H series, Huawei Ascend, Cambricon, Qualcomm, MTK, and Tianshu, thereby providing businesses with more flexible and convenient options.

Baichuan Intelligence's all-in-one commercialization solution for large-scale models undeniably delivers robust support for enterprises' intelligent transformation. With ongoing technological advancements and deeper applications, it is anticipated that this solution will generate greater value and opportunities for businesses in the future.

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