Update README.md

README.md

@@ -7,6 +7,11 @@ language:
 library_name: transformers
 tags:
 - finance
+widget:
+- text: "Is this headline positive or negative? Headline: Australian Tycoon Forrest Shuts Nickel Mines After Prices Crash."
+  example_title: "Sentiment analysis"
+- text: "Aluminum price per KG is 50$. Forecast max: +1$ min:+0.3$. What should be the current price of aluminum?"
+  example_title: "Forecast"
 ---
 
 # Fin-RWKV: Attention Free Financal Expert (WIP)
@@ -20,8 +25,12 @@ Fin-RWKV is a cutting-edge, attention-free model designed specifically for finan
 - Transformers Library Integration: Built on the popular 'transformers' library, ensuring easy integration with existing ML pipelines and applications.
 
 ## Competing Against
-- [BloombergGPT](https://www.bloomberg.com/company/press/bloomberggpt-50-billion-parameter-llm-tuned-finance/)
-- [FinGPT](https://huggingface.co/FinGPT)
+| Name          | Param Count | Cost | Inference Cost |
+|---------------|-------------|------|----------------|
+| Fin-RWKV | 169M | $1.45 | Free on  HuggingFace 🤗 & Low-End CPU |
+| [BloombergGPT](https://www.bloomberg.com/company/press/bloomberggpt-50-billion-parameter-llm-tuned-finance/) | 50 Billion | $1.3 million | Enterprise GPUs |
+| [FinGPT](https://huggingface.co/FinGPT) | 7 Bilion | $302.4 | Consumer GPUs |
+
 
 | Architecture | Status | Compute Efficiency | Largest Model | Trained Token | Link |
 |--------------|--------|--------------------|---------------|---------------|------|