

Baichuan 3
Overview :
Baichuan 3, a large language model with over trillion parameters developed by Baichuan Intelligent, has demonstrated outstanding performance in multiple authoritative general ability assessments, particularly exceeding GPT-4 in Chinese tasks. It excels in natural language processing, code generation, and medical tasks. It employs several innovative techniques to enhance model capabilities, including dynamic data selection, importance preservation, and asynchronous Checkpoint storage.
The training process utilizes a dynamic data selection scheme based on causal sampling to ensure data quality. An importance preservation progressive initialization method is introduced to optimize model training stability. A series of optimizations have also been implemented for parallel training, resulting in a performance improvement of over 30%.
Target Users :
Baichuan 3 can be used in fields such as natural language processing, code generation, and medical task handling.
Use Cases
Baichuan 3 can be used to build intelligent customer service systems that provide natural conversational interactions.
Baichuan 3 can be used to write program code, providing automated code generation and optimization suggestions.
Baichuan 3 can be used in the medical field to assist doctors in diagnosis and handling medical tasks.
Features
A large language model with over trillion parameters
Natural language processing
Code generation
Medical task handling
Dynamic data selection
Importance preservation
Asynchronous Checkpoint storage
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