Commit
•
859dba4
1
Parent(s):
299175c
Update README.md
Browse files
README.md
CHANGED
|
@@ -17,6 +17,11 @@ widget:
|
|
| 17 |
# Fin-RWKV: Attention Free Financal Expert (WIP)
|
| 18 |
Fin-RWKV is a cutting-edge, attention-free model designed specifically for financial analysis and prediction. Developed as part of a MindsDB Hackathon, this model leverages the simplicity and efficiency of the RWKV architecture to process financial data, providing insights and forecasts with remarkable accuracy. Fin-RWKV is tailored for professionals and enthusiasts in the finance sector who seek to integrate advanced deep learning techniques into their financial analyses.
|
| 19 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 20 |
## Features
|
| 21 |
- Attention-Free Architecture: Utilizes the RWKV (Recurrent Weighted Kernel-based) model, which bypasses the complexity of attention mechanisms while maintaining high performance.
|
| 22 |
- Lower Costs: 10x to over a 100x+ lower inference cost, 2x to 10x lower training cost
|
|
|
|
| 17 |
# Fin-RWKV: Attention Free Financal Expert (WIP)
|
| 18 |
Fin-RWKV is a cutting-edge, attention-free model designed specifically for financial analysis and prediction. Developed as part of a MindsDB Hackathon, this model leverages the simplicity and efficiency of the RWKV architecture to process financial data, providing insights and forecasts with remarkable accuracy. Fin-RWKV is tailored for professionals and enthusiasts in the finance sector who seek to integrate advanced deep learning techniques into their financial analyses.
|
| 19 |
|
| 20 |
+
## Use Cases
|
| 21 |
+
- Sentiment analysis
|
| 22 |
+
- Forecast
|
| 23 |
+
- Product Pricing
|
| 24 |
+
|
| 25 |
## Features
|
| 26 |
- Attention-Free Architecture: Utilizes the RWKV (Recurrent Weighted Kernel-based) model, which bypasses the complexity of attention mechanisms while maintaining high performance.
|
| 27 |
- Lower Costs: 10x to over a 100x+ lower inference cost, 2x to 10x lower training cost
|