---
base_model:
- prithivMLmods/Llama-Express.1-Tiny
- prithivMLmods/Llama-Express.1
- prithivMLmods/Llama-Express.1-Math
library_name: transformers
tags:
- mergekit
- merge

---
# **Llama-Express.1-Merged**

Llama-Express.1-Merged is a 1B model based on Llama 3.2 (1B), fine-tuned on long chain-of-thought thinker datasets. This instruction-tuned, text-only model is optimized for multilingual dialogue use cases, including agentic retrieval and summarization tasks. It outperforms many of the available open-source and closed chat models.

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

### Merge Method

This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [prithivMLmods/Llama-Express.1](https://huggingface.co./prithivMLmods/Llama-Express.1) as a base.

### Models Merged

The following models were included in the merge:
* [prithivMLmods/Llama-Express.1-Tiny](https://huggingface.co./prithivMLmods/Llama-Express.1-Tiny)
* [prithivMLmods/Llama-Express.1-Math](https://huggingface.co./prithivMLmods/Llama-Express.1-Math)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: prithivMLmods/Llama-Express.1
  - model: prithivMLmods/Llama-Express.1-Tiny
  - model: prithivMLmods/Llama-Express.1-Math
merge_method: model_stock
base_model: prithivMLmods/Llama-Express.1
normalize: true
int8_mask: true
dtype: bfloat16

```