tmmdev/codellama-pattern-analysis

1---2language: en3tags:4  - financial-analysis5  - pattern-recognition6  - technical-analysis7  - trading8license: apache-2.09datasets:10  - financial-timeseries11metrics:12  - accuracy13  - precision14---15 16# Pattern Analysis Model17 18A specialized financial pattern recognition model optimized for technical analysis in trading charts.19 20## Model Description21This model identifies technical patterns in financial market data with high precision, focusing on:22- Price action patterns23- Chart formations24- Support/Resistance levels25- Trend analysis26- Volume analysis27 28## Model Details29- Architecture: CodeLlama Base30- Training Focus: Technical pattern recognition31- Input: OHLCV data32- Output: Pattern analysis with confidence scores33- Context Window: 4096 tokens34- Quantization: 8-bit35- Memory Requirements: 8GB RAM minimum36 37## Pattern Recognition Capabilities38- Channel Patterns (>= 4 points)39- Triangle Formations (>= 3 points)40- Support/Resistance (>= 2 touches)41- Double Top/Bottom (2% max deviation)42- Trend Line Analysis43- Volume Profile Analysis44 45## Performance Metrics46- Minimum Confidence Threshold: 0.847- Pattern Accuracy: >85%48- False Signal Rejection: >90%49 50## License51Apache-2.052