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---
language: en
tags:
- llama
- text-generation
- model-merging
- unsloth
- meta
- llama-3
- mergekit
license: mit
base_model:
- meta-llama/Llama-3.2-3B
library_name: transformers
---
# Llama-3.2B-Instruct-TIES
## Overview
The Llama-3.2B-Instruct-TIES model is a result of merging three versions of Llama-3.2B models using the TIES merging method, facilitated by [mergekit](https://github.com/cg123/mergekit). This merge combines a base general-purpose language model with two instruction-tuned models to create a more powerful and versatile model capable of handling diverse tasks.
## Model Details
### Model Description
- **Models Used**:
* [meta-llama/Llama-3.2-3B](https://huggingface.co/meta-llama/Llama-3.2-3B) (Base Model)
* [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct)
- **Merging Tool**: Mergekit
- **Merge Method**: TIES
- **Data Type**: float16 (FP16) precision
- **License**: MIT License
## Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: meta-llama/Llama-3.2-3B
# Base model
- model: meta-llama/Llama-3.2-3B-Instruct
parameters:
density: 0.5
weight: 0.5
- model: unsloth/Llama-3.2-3B-Instruct
parameters:
density: 0.5
weight: 0.3
merge_method: ties
base_model: meta-llama/Llama-3.2-3B
parameters:
normalize: true
dtype: float16 |