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license: apache-2.0
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# Model Card for MediaTek Research Breeze-7B-FC-v1_0

## Function Calling Performance

| Models                                                                                     | #Parameters | License    | Function Calling? | Chatbot? |
|--------------------------------------------------------------------------------------------|-------------|------------|-------------------|----------|
| [Breeze-7B-Instruct-v1_0](https://huggingface.co/MediaTek-Research/Breeze-7B-Instruct-v1_0)| 7B          | Apache 2.0 | No               | Yes       |
| [**Breeze-7B-FC-v1_0**](https://huggingface.co/MediaTek-Research/Breeze-7B-FC-v1_0)        | 7B          | Apache 2.0 | Yes               | Yes      |
| [Gorilla-OpenFunctions-v2](https://huggingface.co/MediaTek-Research/Breeze-7B-FC-v1_0)     | 7B          | Apache 2.0 | Yes               | No       |
| [GPT-3.5-Turbo-0125](https://openai.com)                                                   |             | Proprietary| Yes               | Yes      |

### Berkeley function-calling leaderboard (EN)

| Models                                                                                          | ↑ Overall | Relevance<br/>Detection | AST/<br/>Simple | AST/<br/>Multiple | AST/<br/>Parallel | AST/<br/>Parallel-Multiple  | Exec/<br/>Simple | Exec/<br/>Multiple | Exec/<br/>Parallel | Exec/<br/>Parallel-Multiple  | 
|-------------------------------------------------------------------------------------------------|----------|---------------------|------------|--------------|--------------|------------------------|--------------|---------------------|---------------------|-------------------------------|
| **Breeze-7B-FC-v1_0 (FC)**        | 86.01 |  74.58 | 90.00 | 93.00 | 82.00 | 83.00 | 98.00 | 92.00 | 88.00 | 75.00 |
| Gorilla-OpenFunctions-v2 (FC)     | 85.95 |  60.00 | 94.25 | 95.50 | 86.50 | 86.00 | 97.00 | 96.00 | 80.00 | 75.00 |
| GPT-3.5-Turbo-0125 (FC)           | 72.77 |  4.58  | 87.75 | 90.50 | 88.50 | 82.50 | 91.00 | 82.00 | 78.00 | 52.50 |