Update README.md
Browse files
README.md
CHANGED
|
@@ -7,10 +7,70 @@ tags:
|
|
| 7 |
- transformers
|
| 8 |
- unsloth
|
| 9 |
- llama
|
| 10 |
-
-
|
| 11 |
base_model: unsloth/llama-3-8b-Instruct-bnb-4bit
|
| 12 |
---
|
| 13 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
# Uploaded model
|
| 15 |
|
| 16 |
- **Developed by:** unclecode
|
|
|
|
| 7 |
- transformers
|
| 8 |
- unsloth
|
| 9 |
- llama
|
| 10 |
+
- trl
|
| 11 |
base_model: unsloth/llama-3-8b-Instruct-bnb-4bit
|
| 12 |
---
|
| 13 |
|
| 14 |
+
---
|
| 15 |
+
tags:
|
| 16 |
+
- function calling
|
| 17 |
+
- tool use
|
| 18 |
+
- llama
|
| 19 |
+
- llama3
|
| 20 |
+
- tinyllama
|
| 21 |
+
- instruct-tuned
|
| 22 |
+
- 4-bit quantization
|
| 23 |
+
- ggfu
|
| 24 |
+
license: apache-2.0
|
| 25 |
+
---
|
| 26 |
+
|
| 27 |
+
# Function Calling and Tool Use LLaMA Models
|
| 28 |
+
|
| 29 |
+
This repository contains two main versions of LLaMA models fine-tuned for function calling and tool use capabilities:
|
| 30 |
+
|
| 31 |
+
1. Fine-tuned version of the `LLama3-8b-instruct` model
|
| 32 |
+
2. `tinyllama` - a smaller model version
|
| 33 |
+
|
| 34 |
+
For each version, the following variants are available:
|
| 35 |
+
|
| 36 |
+
- 16-bit quantized model
|
| 37 |
+
- 4-bit quantized model
|
| 38 |
+
- GGFU format for use with llama.cpp
|
| 39 |
+
|
| 40 |
+
## Dataset
|
| 41 |
+
|
| 42 |
+
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).
|
| 43 |
+
|
| 44 |
+
## Usage
|
| 45 |
+
|
| 46 |
+
To learn how to use these models, refer to the Colab notebook: [](https://tinyurl.com/ucfllm)
|
| 47 |
+
|
| 48 |
+
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.
|
| 49 |
+
|
| 50 |
+
## Library and Tools Support
|
| 51 |
+
|
| 52 |
+
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:
|
| 53 |
+
|
| 54 |
+
[https://github.com/unclecode/fllm](https://github.com/unclecode/fllm)
|
| 55 |
+
|
| 56 |
+
Please open an issue in the repository for any bugs or collaboration requests.
|
| 57 |
+
|
| 58 |
+
## Other Models
|
| 59 |
+
|
| 60 |
+
Here are links to other related models:
|
| 61 |
+
|
| 62 |
+
- [unclecode/llama3-function-call-lora-adapter-240424](https://huggingface.co/unclecode/llama3-function-call-lora-adapter-240424)
|
| 63 |
+
- [unclecode/llama3-function-call-16bit-240424](https://huggingface.co/unclecode/llama3-function-call-16bit-240424)
|
| 64 |
+
- [unclecode/llama3-function-call-4bit-240424](https://huggingface.co/unclecode/llama3-function-call-4bit-240424)
|
| 65 |
+
- [unclecode/llama3-function-call-Q4_K_M_GGFU-240424](https://huggingface.co/unclecode/llama3-function-call-Q4_K_M_GGFU-240424)
|
| 66 |
+
- [unclecode/tinyllama-function-call-lora-adapter-250424](https://huggingface.co/unclecode/tinyllama-function-call-lora-adapter-250424)
|
| 67 |
+
- [unclecode/tinyllama-function-call-16bit-250424](https://huggingface.co/unclecode/tinyllama-function-call-16bit-250424)
|
| 68 |
+
- [unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424](https://huggingface.co/unclecode/tinyllama-function-call-Q4_K_M_GGFU-250424)
|
| 69 |
+
|
| 70 |
+
## License
|
| 71 |
+
|
| 72 |
+
These models are released under the Apache 2.0 license.
|
| 73 |
+
|
| 74 |
# Uploaded model
|
| 75 |
|
| 76 |
- **Developed by:** unclecode
|