Update README.md

README.md

@@ -18,14 +18,7 @@ FireFunction is a state-of-the-art function calling model with a commercially vi
 
 💡 Hosted on the [Fireworks](https://fireworks.ai/models/fireworks/firefunction-v2) platform
 
-## Resources
-* [Fireworks discord with function calling channel](https://discord.gg/mMqQxvFD9A)
-* [Documentation](https://readme.fireworks.ai/docs/function-calling)
-* [UI Demo app](https://functional-chat.vercel.app/)
-* [Try in Fireworks prompt playground UI](https://fireworks.ai/models/fireworks/firefunction-v2)
-
-
-# Intended Use and Limitations
+## Intended Use and Limitations
 
 ### Supported usecases
 The model was tuned to perfom well on a range of usecases including:
@@ -40,6 +33,18 @@ The model was not optimized for the following use cases:
   * 100+ function specs
   * nested function calling
 
+## Metrics
+
+|                                    | Firefunction v1 | Firefunction v2 | Llama 3 70b Instruct | Gpt-4o |
+|------------------------------------|-----------------|-----------------|----------------------|--------|
+| Gorilla simple                     | 0.91            | 0.94            | 0.925                | 0.88   |
+| Gorilla multiple_function          | 0.92            | 0.91            | 0.86                 | 0.91   |
+| Gorilla parallel_function          | 0               | 0.9             | 0.86                 | 0.89   |
+| Gorilla parallel_multiple_function | 0               | 0.8             | 0.615                | 0.72   |
+| Nexus parallel                     | 0.38            | 0.53            | 0.3                  | 0.47   |
+| Mtbench                            | 0.73            | 0.84            | 0.89                 | 0.93   |
+| Average                            | 0.49            | 0.82            | 0.74                 | 0.8    |
+
 ## Example Usage
 
 See [documentation](https://readme.fireworks.ai/docs/function-calling) for more detail.
@@ -110,6 +115,8 @@ decoded = tokenizer.batch_decode(generated_ids)
 print(decoded[0])
 ```
 
-## Demo App
-
-Check our easy-to-extend [demo chat app](https://github.com/fw-ai/forge/tree/main/apps/functional_chat) with function calling capabilities built on Firefunction model.
+## Resources
+* [Fireworks discord with function calling channel](https://discord.gg/mMqQxvFD9A)
+* [Documentation](https://readme.fireworks.ai/docs/function-calling)
+* [Demo app](https://functional-chat.vercel.app/)
+* [Try in Fireworks prompt playground UI](https://fireworks.ai/models/fireworks/firefunction-v2)