---
base_model:
- lightblue/karasu-1.1B
- TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
- TinyLlama/TinyLlama-1.1B-Chat-v1.0
library_name: transformers
tags:
- mergekit
- merge

---
# storage

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](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T) as a base.

### Models Merged

The following models were included in the merge:
* [lightblue/karasu-1.1B](https://huggingface.co/lightblue/karasu-1.1B)
* [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
    parameters:
      weight: 0.5
  - model: lightblue/karasu-1.1B
    parameters:
      weight: 0.5
merge_method: dare_ties
base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
parameters:
normalize: true
int8_mask: true
dtype: bfloat16

```