---
base_model:
- tiiuae/Falcon3-10B-Base
library_name: transformers
tags:
- mergekit
- merge

---

# Eyas 17B

## Overview

Eyas 17B is a frankenmerge based on the Falcon 3-10B architecture. Built using the [mergekit](https://github.com/cg123/mergekit) library, Eyas 17B is optimized for a range of natural language processing tasks.

## Merge Details

### Merge Method

This model was created using the **passthrough merge method**. This method allows for a seamless integration of model layers to produce a new, high-performance model while maintaining compatibility with the Hugging Face `transformers` library.

### Models Merged

The following models were included in the merge:
* [tiiuae/Falcon3-10B-Base](https://huggingface.co/tiiuae/Falcon3-10B-Base)

### Configuration

The following YAML configuration was used to produce Eyas 17B:

```yaml
slices:
- sources:
  - layer_range: [0, 10]
    model: tiiuae/Falcon3-10B-Base
- sources:
  - layer_range: [5, 15]
    model: tiiuae/Falcon3-10B-Base
- sources:
  - layer_range: [10, 20]
    model: tiiuae/Falcon3-10B-Base
- sources:
  - layer_range: [15, 25]
    model: tiiuae/Falcon3-10B-Base
- sources:
  - layer_range: [20, 30]
    model: tiiuae/Falcon3-10B-Base
- sources:
  - layer_range: [25, 35]
    model: tiiuae/Falcon3-10B-Base
- sources:
  - layer_range: [30, 40]
    model: tiiuae/Falcon3-10B-Base
merge_method: passthrough
dtype: float16