Yi 1.5 34B
Yi-1.5 is an upgraded version of the Yi model, demonstrating superior performance in programming, mathematics, reasoning, and instruction-following capabilities
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Release Time : 5/11/2024
Model Overview
Yi-1.5 is an enhanced version of the Yi model, significantly improving programming, mathematics, reasoning, and instruction-following abilities through continued pretraining on 500 billion high-quality tokens and optimization with 3 million diverse fine-tuning samples, while maintaining exceptional language understanding, commonsense reasoning, and reading comprehension capabilities.
Model Features
Enhanced Programming Capabilities
Significant improvement in code generation and comprehension compared to previous versions
Optimized Mathematical Reasoning
Strengthened problem-solving abilities through specialized training
Multi-context Length Support
Offers model versions with 4K/16K/32K different context lengths
High-quality Fine-tuning
Optimized with 3 million diverse fine-tuning samples
Model Capabilities
Text generation
Dialogue interaction
Code generation
Mathematical problem solving
Logical reasoning
Instruction understanding and execution
Language understanding
Commonsense reasoning
Reading comprehension
Use Cases
Programming Assistance
Code Generation
Generate code snippets based on natural language descriptions
Excellent performance on HumanEval benchmark
Code Explanation
Explain the functionality and logic of complex code
Education
Math Problem Solving
Solve various mathematical problems with detailed steps
Strong performance on benchmarks like GSM8K
Learning Assistance
Explain complex concepts and provide learning suggestions
Intelligent Assistant
General Q&A
Answer various knowledge-based and commonsense questions
Task Planning
Help users plan and break down complex tasks
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