Taobao Stellar: An In-House LLM by Taobao and Tmall Group for E-Commerce and Lifestyle Services 159

Taobao Xingchen is a large-scale artificial intelligence model independently developed by Taobao and Tmall Group, specifically designed for e-commerce and life services scenarios. The model features generation and creation, knowledge Q&A, decision planning, and coding capabilities, enabling it to provide merchants with intelligent services such as product copywriting, operational strategy formulation, data analysis, and marketing.

Main Features of Taobao Xingchen:

E-commerce and Life Services Intelligence:

• Provides merchants with product copywriting, operational strategies, data analysis, and marketing recommendations.

• For consumers, it can recommend life services, intelligently search for products, analyze personal preferences, deliver personalized product recommendations, and offer product suggestions for specific scenarios.

  Four Core Capabilities:

• Generation and Creation: Capable of creating engaging marketing copy to enhance product attractiveness.

• Knowledge Q&A: Answers shopping-related questions for consumers while providing business guidance for merchants.

• Decision Planning: Offers travel planning, intelligent service recommendations, and more to help users make life services choices.

• Coding Capabilities: Supports data analysis, code generation, and automated testing to enhance enterprises' automation processing capabilities.

Application Scenarios of Taobao Xingchen

• E-commerce Platform: Provides merchants with services such as product copywriting, operational strategy formulation, and data analysis, helping merchants reduce costs and improve efficiency.

• Marketing: By analyzing market data, it helps merchants develop precise marketing strategies to boost sales conversion rates.

• On the Merchant Side: Taobao Xingchen can optimize product descriptions and enhance marketing efficiency.

• On the Consumer Side: Improves the shopping experience through intelligent search and personalized recommendations.

• E-commerce Content Creation: Through ai technology, it automatically generates video content that aligns with brand tone and consumer preferences based on product features and target audience preferences, achieving precision marketing.

• Life Services Recommendations: Offers consumers intelligent services such as life services recommendations, intelligent product search, product preference recommendations, personalized product capture, and fixed-scenario product recommendations.

Taobao Xingchen large model is designed based on the Transformer architecture and trained using the semi-self-developed Megatron-ama framework, leveraging massive e-commerce consumption data and public data for continuous learning. This enables it to provide more precise and intelligent services in e-commerce and life services scenarios.

In terms of specific applications, Taobao Xingchen is not limited to copywriting generation and customer service, but can also play a role in multiple business scenarios such as merchant operations, product data analysis, and marketing strategy formulation.