| --- |
| tags: |
| - function calling |
| - tool use |
| - llama |
| - llama3 |
| - tinyllama |
| - instruct-tuned |
| - 4-bit quantization |
| - ggfu |
| license: apache-2.0 |
| --- |
| |
| # Function Calling and Tool Use LLaMA Models |
|
|
| This repository contains two main versions of LLaMA models fine-tuned for function calling and tool use capabilities: |
|
|
| 1. Fine-tuned version of the `LLama3-8b-instruct` model |
| 2. `tinyllama` - a smaller model version |
|
|
| For each version, the following variants are available: |
|
|
| - 16-bit quantized model |
| - 4-bit quantized model |
| - GGFU format for use with llama.cpp |
|
|
| ## Dataset |
|
|
| The models were fine-tuned using a modified version of the `ilacai/glaive-function-calling-v2-sharegpt` dataset, which can be found at [unclecode/glaive-function-calling-llama3](https://huggingface.co/datasets/unclecode/glaive-function-calling-llama3). |
|
|
| ## Usage |
|
|
| To learn how to use these models, refer to the Colab notebook: [](https://tinyurl.com/ucfllm) |
|
|
| This is the first version of the models, and work is in progress to further train them with multi-tool detection and native tool binding support. |
|
|
| ## Library and Tools Support |
|
|
| A library is being developed to manage tools and add tool support for major LLMs, regardless of their built-in capabilities. You can find examples and contribute to the library at the following repository: |
|
|
| [https://github.com/unclecode/fllm](https://github.com/unclecode/fllm) |
|
|
| Please open an issue in the repository for any bugs or collaboration requests. |
|
|
| ## Other Models |
|
|
| Here are links to other related models: |
|
|
| - [unclecode/llama3-function-call-lora-adapter-240424](https://huggingface.co/unclecode/llama3-function-call-lora-adapter-240424) |
| - [unclecode/llama3-function-call-16bit-240424](https://huggingface.co/unclecode/llama3-function-call-16bit-240424) |
| - [unclecode/llama3-function-call-4bit-240424](https://huggingface.co/unclecode/llama3-function-call-4bit-240424) |
| - [unclecode/llama3-function-call-Q4_K_M_GGFU-240424](https://huggingface.co/unclecode/llama3-function-call-Q4_K_M_GGFU-240424) |
| - [unclecode/tinyllama-function-call-lora-adapter-250424](https://huggingface.co/unclecode/tinyllama-function-call-lora-adapter-250424) |
| - [unclecode/tinyllama-function-call-16bit-250424](https://huggingface.co/unclecode/tinyllama-function-call-16bit-250424) |
| - [unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424](https://huggingface.co/unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424) |
|
|
| ## License |
|
|
| These models are released under the Apache 2.0 license. |
