Beijing Baichuan Intelligent Technology Co., Ltd. has released a one-stop privatization deployment solution for big model, aiming to help enterprises apply big model technology at a lower cost and higher efficiency. This solution includes high-quality general training data, Baichuan4-Turbo and Baichuan4-Air models, as well as a full-link field enhanced tool chain, which can meet the diversified needs of enterprises. Its core advantage lies in significantly reducing costs, and improving model performance and ease of use through model optimization and tool chain improvement, ultimately helping enterprises achieve AI transformation efficiently and conveniently.
Beijing Baichuan Intelligent Technology Co., Ltd. recently announced its one-stop solution, aiming to help enterprises achieve privatization of large models at low cost and improve efficiency. This solution includes full-link high-quality general training data, Baichuan4-Turbo and Baichuan4-Air models, as well as a full-link field enhanced tool chain, which can meet the needs of enterprises in different scenarios.
Baichuan4-Turbo and Baichuan4-Air models achieve multi-scenario availability rates of up to 96% through hybrid tuning with enterprise proprietary data, a proportion leading the industry. Baichuan Intelligent Technology's solution significantly improves the performance of the model by providing high-quality general training data that is highly consistent with the data distribution of the original model, and combining algorithms such as hyperparameter dynamic search and adaptive proportioning.
In terms of cost, the deployment cost of Baichuan4-Turbo and the inference cost of Baichuan4-Air are both the lowest in the same echelon in the industry. Baichuan4-Turbo has significantly improved its core capabilities such as text generation, knowledge Q&A, and multilingual processing, and can be deployed with only 2 cards of 4090 computing power, and the inference cost is only 15% of Baichuan4. The reasoning cost of Baichuan4-Air is only 1% of that of Baichuan4, and the cost of a million token is only 0.98 yuan, which significantly reduces the operating costs of the enterprise.
Baichuan4-Air is the first MoE (Mixture of Experts) model in Baichuan Intelligent Technology. Its PRI (Pyramid, Residual, Interval) architecture is optimized by optimizing the number of configuration experts and activation strategies while keeping the internal structure of MLP and Attention unchanged. The calculation load is balanced, the calculation amount is reduced, and the inference speed is improved.
In addition, the full-link field enhancement tool chain provided by Baichuan Intelligent Technology is simple and easy to use, covering the entire process of model deployment, including data scraping, cleaning, enhancement, model training, evaluation, compression and deployment, etc., to help enterprises based on their own The encryption deployment and training of the model is required. The company has solved the adaptation problem of different hardware and can efficiently adapt to a variety of mainstream chips.
The launch of this solution marks an important step in the field of large-scale model applications, providing enterprises with an efficient and low-cost AI model deployment choice.
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Baichuan Intelligent's solution, with its low cost, high efficiency and ease of use, provides new possibilities for enterprise-level big model applications. It is worth looking forward to its performance in the future market and its development to the AI industry. Influence.