deepmoney-34b-200k-base
| Property | Value |
|---|---|
| License | Apache 2.0 |
| Base Model | Yi-34B-200K |
| Context Length | 200,000 tokens |
| Languages | English, Chinese |
What is deepmoney-34b-200k-base?
deepmoney-34b-200k-base is a specialized financial analysis model built on the Yi-34B architecture, specifically designed for sophisticated market analysis and investment evaluation. The model has been trained on high-quality financial research reports from 2019-2023, professional financial textbooks, and institutional-grade analysis documents, making it particularly adept at both qualitative and quantitative financial analysis.
Implementation Details
The model implements full-parameter training on raw text using the Yi-34B-200K base model with extended context length. It incorporates comprehensive training data from professional research institutions and brokers, with special attention to data extraction from graphs and tables using advanced multi-modal processing techniques.
- Trained on institutional-grade research reports and financial analysis documents
- Implements sophisticated data extraction from visual elements using cog-agent and emu2
- Supports both English and Chinese language processing
- Utilizes extended context length of 200K tokens for comprehensive document analysis
Core Capabilities
- Sophisticated financial market analysis
- Quantitative method design for market impact assessment
- Event-driven securities analysis
- Cross-language financial document processing
- Research report analysis and data extraction
Frequently Asked Questions
Q: What makes this model unique?
The model's unique strength lies in its training on institutional-grade financial research reports and its ability to perform both qualitative and quantitative analysis. Unlike other financial models trained primarily on public knowledge, deepmoney has been exposed to professional-grade financial analysis and real market data.
Q: What are the recommended use cases?
The model is ideal for financial analysis pipelines, event-driven market analysis, research report processing, and designing quantitative methods for market impact assessment. It's particularly suited for professional investors and financial analysts requiring sophisticated market analysis capabilities.
