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dot-v2.4

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dot-v2.4
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---
base_model:
- raidhon/coven_tiny_1.1b_32k_orpo_alpha
- ShieldX/manovyadh-1.1B-v1-chat
- TinyLlama/TinyLlama-1.1B-Chat-v1.0
- AIGym/TinyLlama-1.1B-2.5T-chat-and-function-calling
- appvoid/palmer-003
- vihangd/DopeyTinyLlama-1.1B-v1
- l3utterfly/tinyllama-1.1b-layla-v4
- microsoft/rho-math-1b-interpreter-v0.1
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 [appvoid/palmer-003](https://huggingface.co/appvoid/palmer-003) as a base.

### Models Merged

The following models were included in the merge:
* [raidhon/coven_tiny_1.1b_32k_orpo_alpha](https://huggingface.co/raidhon/coven_tiny_1.1b_32k_orpo_alpha)
* [ShieldX/manovyadh-1.1B-v1-chat](https://huggingface.co/ShieldX/manovyadh-1.1B-v1-chat)
* [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)
* [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)
* [l3utterfly/tinyllama-1.1b-layla-v4](https://huggingface.co/l3utterfly/tinyllama-1.1b-layla-v4)
* [microsoft/rho-math-1b-interpreter-v0.1](https://huggingface.co/microsoft/rho-math-1b-interpreter-v0.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: vihangd/DopeyTinyLlama-1.1B-v1
    parameters:
      density: 0.25
      weight: 0.33
  - model: raidhon/coven_tiny_1.1b_32k_orpo_alpha
    parameters:
      density: 0.40
      weight: 0.50
  - model: l3utterfly/tinyllama-1.1b-layla-v4
    parameters:
      density: 0.28
      weight: 0.20
  - model: ShieldX/manovyadh-1.1B-v1-chat
    parameters:
      density: 0.33
      weight: 0.30
  - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
    parameters:
      density: 0.30
      weight: 0.45
  - model: AIGym/TinyLlama-1.1B-2.5T-chat-and-function-calling
    parameters:
      density: 0.32
      weight: 0.26
  - model: microsoft/rho-math-1b-interpreter-v0.1
    parameters:
      density: 0.28
      weight: 0.35

merge_method: task_arithmetic
base_model: appvoid/palmer-003
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```