Yi-1.5-9B-Chat-16K
| Property | Value |
|---|---|
| Parameter Count | 8.83B |
| Context Length | 16K tokens |
| License | Apache 2.0 |
| Tensor Type | BF16 |
| Paper | arxiv:2403.04652 |
What is Yi-1.5-9B-Chat-16K?
Yi-1.5-9B-Chat-16K is an advanced language model from 01-ai, representing a significant evolution in the Yi series. It's been pre-trained on a high-quality corpus of 500B tokens and fine-tuned with 3M diverse samples, resulting in a model that excels in both technical and general-purpose tasks.
Implementation Details
The model leverages the transformer architecture with optimizations for extended context handling up to 16K tokens. It's implemented with BF16 precision, offering an optimal balance between computational efficiency and accuracy.
- Pre-trained on 3.6T tokens
- Optimized for 16K context length
- Built on the proven Yi architecture
- Implements advanced fine-tuning techniques
Core Capabilities
- Enhanced coding and programming abilities
- Strong mathematical reasoning
- Improved instruction-following capabilities
- Robust language understanding and comprehension
- Advanced commonsense reasoning
Frequently Asked Questions
Q: What makes this model unique?
This model stands out for its exceptional balance of size and performance, offering 16K context length while maintaining strong capabilities across various tasks. It's particularly notable for being one of the top performers among similarly sized open-source models.
Q: What are the recommended use cases?
The model excels in coding tasks, mathematical problem-solving, general chat interactions, and complex reasoning scenarios. It's particularly well-suited for applications requiring extended context understanding and technical content generation.
