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Bruce Yang ByFinTech
2023-10-20 09:59:34 +08:00
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@@ -82,9 +82,9 @@ The datasets we used, and the **multi-task financial LLMs** models are available
* | Weighted F1 | FPB | FiQA-SA | TFNS | NWGI | Devices | Time | Cost |
| ------------------------------------------------------------ | :-------: | :-------: | :-------: | :-------: | :----------------: | :---------: | :------------: |
| [FinGPT v3.3]| **0.882** | 0.874 | **0.903** | **0.643** | 1 × RTX 3090 | 17.25 hours | $17.25 |
| [FinGPT v3.2]| 0.850 | 0.860 | 0.894 | 0.636 | 1 × A100 | 5.5 hours | $ 22.55 |
| [FinGPT v3.1]| 0.855 | 0.850 | 0.875 | 0.642 | 1 × A100 | 5.5 hours | $ 22.55 |
| FinGPT v3.3| **0.882** | 0.874 | **0.903** | **0.643** | 1 × RTX 3090 | 17.25 hours | $17.25 |
| FinGPT v3.2| 0.850 | 0.860 | 0.894 | 0.636 | 1 × A100 | 5.5 hours | $ 22.55 |
| FinGPT v3.1| 0.855 | 0.850 | 0.875 | 0.642 | 1 × A100 | 5.5 hours | $ 22.55 |
| FinGPT (8bit) | 0.855 | 0.847 | 0.879 | 0.632 | 1 × RTX 3090 | 6.47 hours | $ 6.47 |
| FinGPT (QLoRA) | 0.777 | 0.752 | 0.828 | 0.583 | 1 × RTX 3090 | 4.15 hours | $ 4.15 |
| OpenAI Fine-tune | 0.878 | **0.887** | 0.883 | - | - | - | - |