---
license: llama2
---
The speechless-tools-7b model is fine-tuned on [speechless-coding-7b-16k-tora](https://huggingface.co/uukuguy/speechless-coding-7b-16k-tora), following the guidance of the [ToolLlama](https://github.com/OpenBMB/ToolBench) project, aims to empower open-source LLMs with the ability to handle thousands of diverse real-world APIs.

## Local Test

speechless-tools-7b-dfs vs chatgpt-cot

| Dataset | Win Rate |
| ------  | ------   |
| G1_instruction | 0.465 |
| G1_category | 0.495 |
| G1_tool | 0.505 |
| G2_instruction | 0.61 |
| G2_category | 0.585 |
| G3_instruction | 0.66 |


speechless-tools-7b-dfs vs toolllama-dfs

| Dataset | Win Rate |
| ------  | ------   |
| G1_instruction | 0.45 |
| G1_category | 0.45 |
| G1_tool | 0.51 |
| G2_instruction | 0.53 |
| G2_category | 0.575 |
| G3_instruction | 0.46 |