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README.md
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- transformers
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- unsloth
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- llama
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base_model: unsloth/llama-3-8b-Instruct-bnb-4bit
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---
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# Uploaded model
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- **Developed by:** unclecode
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- transformers
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- unsloth
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- llama
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- trl
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base_model: unsloth/llama-3-8b-Instruct-bnb-4bit
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---
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---
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tags:
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- function calling
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- tool use
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- llama
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- llama3
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- tinyllama
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- instruct-tuned
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- 4-bit quantization
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- ggfu
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license: apache-2.0
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---
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# Function Calling and Tool Use LLaMA Models
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This repository contains two main versions of LLaMA models fine-tuned for function calling and tool use capabilities:
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1. Fine-tuned version of the `LLama3-8b-instruct` model
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2. `tinyllama` - a smaller model version
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For each version, the following variants are available:
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- 16-bit quantized model
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- 4-bit quantized model
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- GGFU format for use with llama.cpp
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## Dataset
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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).
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## Usage
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To learn how to use these models, refer to the Colab notebook: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://tinyurl.com/ucfllm)
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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.
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## Library and Tools Support
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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:
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[https://github.com/unclecode/fllm](https://github.com/unclecode/fllm)
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Please open an issue in the repository for any bugs or collaboration requests.
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## Other Models
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Here are links to other related models:
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- [unclecode/llama3-function-call-lora-adapter-240424](https://huggingface.co/unclecode/llama3-function-call-lora-adapter-240424)
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- [unclecode/llama3-function-call-16bit-240424](https://huggingface.co/unclecode/llama3-function-call-16bit-240424)
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- [unclecode/llama3-function-call-4bit-240424](https://huggingface.co/unclecode/llama3-function-call-4bit-240424)
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- [unclecode/llama3-function-call-Q4_K_M_GGFU-240424](https://huggingface.co/unclecode/llama3-function-call-Q4_K_M_GGFU-240424)
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- [unclecode/tinyllama-function-call-lora-adapter-250424](https://huggingface.co/unclecode/tinyllama-function-call-lora-adapter-250424)
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- [unclecode/tinyllama-function-call-16bit-250424](https://huggingface.co/unclecode/tinyllama-function-call-16bit-250424)
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- [unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424](https://huggingface.co/unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424)
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## License
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These models are released under the Apache 2.0 license.
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# Uploaded model
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- **Developed by:** unclecode
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