---
base_model:
- appvoid/palmer-003
- l3utterfly/tinyllama-1.1b-layla-v4
- TinyLlama/TinyLlama-1.1B-Chat-v1.0
- TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
- sreeramajay/TinyLlama-1.1B-orca-v1.0
- ShieldX/manovyadh-1.1B-v1-chat
- AIGym/TinyLlama-1.1B-2.5T-chat-and-function-calling
- vihangd/DopeyTinyLlama-1.1B-v1
- raidhon/coven_tiny_1.1b_32k_orpo_alpha
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 [task arithmetic](https://arxiv.org/abs/2212.04089) 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:
* [appvoid/palmer-003](https://huggingface.co/appvoid/palmer-003)
* [l3utterfly/tinyllama-1.1b-layla-v4](https://huggingface.co/l3utterfly/tinyllama-1.1b-layla-v4)
* [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)
* [sreeramajay/TinyLlama-1.1B-orca-v1.0](https://huggingface.co/sreeramajay/TinyLlama-1.1B-orca-v1.0)
* [ShieldX/manovyadh-1.1B-v1-chat](https://huggingface.co/ShieldX/manovyadh-1.1B-v1-chat)
* [AIGym/TinyLlama-1.1B-2.5T-chat-and-function-calling](https://huggingface.co/AIGym/TinyLlama-1.1B-2.5T-chat-and-function-calling)
* [vihangd/DopeyTinyLlama-1.1B-v1](https://huggingface.co/vihangd/DopeyTinyLlama-1.1B-v1)
* [raidhon/coven_tiny_1.1b_32k_orpo_alpha](https://huggingface.co/raidhon/coven_tiny_1.1b_32k_orpo_alpha)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: vihangd/DopeyTinyLlama-1.1B-v1
    parameters:
      density: 0.20
      weight: 0.30
  - model: raidhon/coven_tiny_1.1b_32k_orpo_alpha
    parameters:
      density: 0.45
      weight: 0.26
  - model: l3utterfly/tinyllama-1.1b-layla-v4
    parameters:
      density: 0.25
      weight: 0.125
  - model: ShieldX/manovyadh-1.1B-v1-chat
    parameters:
      density: 0.18
      weight: 0.125
  - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
    parameters:
      density: 0.25
      weight: 0.25
  - model: sreeramajay/TinyLlama-1.1B-orca-v1.0
    parameters:
      density: 0.15
      weight: 0.37
  - model: AIGym/TinyLlama-1.1B-2.5T-chat-and-function-calling
    parameters:
      density: 0.25
      weight: 0.26
  - model: appvoid/palmer-003
    parameters:
      density: 0.75
      weight: 0.50

merge_method: task_arithmetic
base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
parameters:
  normalize: true
  int8_mask: true
dtype: float16
```