File size: 1,511 Bytes
3390252 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 |
---
base_model:
- belyakoff/llama-3.2-3b-instruct-fine-tuned
- unsloth/Llama-3.2-3B-Instruct
- Medragondot/llama-3.2-3b-thinking
- alpindale/Llama-3.2-3B
library_name: transformers
tags:
- mergekit
- merge
---
# merge
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
### Merge Method
This model was merged using the [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [alpindale/Llama-3.2-3B](https://huggingface.co/alpindale/Llama-3.2-3B) as a base.
### Models Merged
The following models were included in the merge:
* [belyakoff/llama-3.2-3b-instruct-fine-tuned](https://huggingface.co/belyakoff/llama-3.2-3b-instruct-fine-tuned)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct)
* [Medragondot/llama-3.2-3b-thinking](https://huggingface.co/Medragondot/llama-3.2-3b-thinking)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: alpindale/Llama-3.2-3B
parameters:
weight: 0.3
- model: unsloth/Llama-3.2-3B-Instruct
parameters:
density: 0.3
weight: 0.25
- model: belyakoff/llama-3.2-3b-instruct-fine-tuned
parameters:
density: 0.3
weight: 0.25
- model: Medragondot/llama-3.2-3b-thinking
parameters:
density: 0.15
weight: 0.2
merge_method: dare_ties
base_model: alpindale/Llama-3.2-3B
parameters:
normalize: true
int8_mask: true
dtype: bfloat16
```
|