---
base_model:
- appvoid/palmer-003
- vihangd/DopeyTinyLlama-1.1B-v1
- l3utterfly/tinyllama-1.1b-layla-v4
- TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) as a base.

### Models Merged

The following models were included in the merge:
* [appvoid/palmer-003](https://huggingface.co/appvoid/palmer-003)
* [vihangd/DopeyTinyLlama-1.1B-v1](https://huggingface.co/vihangd/DopeyTinyLlama-1.1B-v1)
* [l3utterfly/tinyllama-1.1b-layla-v4](https://huggingface.co/l3utterfly/tinyllama-1.1b-layla-v4)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: appvoid/palmer-003
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: l3utterfly/tinyllama-1.1b-layla-v4
    parameters:
      density: 0.5
      weight: [0, 0.3, 0.7, 1] # weight gradient
  - model: vihangd/DopeyTinyLlama-1.1B-v1
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T
parameters:
  normalize: true
  int8_mask: true
dtype: float16
```