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---
base_model:
- aihub-app/zyte-1B
- appvoid/palmer-002-2401
- vihangd/DopeyTinyLlama-1.1B-v1
tags:
- mergekit
- merge
---
# palmer
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
```
### Evaluation
ARC-C OBQA HellaSwag PIQA Winogrande Average
tinyllama | 0.3029 | 0.3600 | 0.5935 | 0.7329 | 0.5959 | 0.5170 |
palmer-002-2402 | 0.3311 | 0.3600 | 0.5981 | 0.7416 | 0.6006 | 0.5266 |
tinyllama-chat | 0.3285 | 0.3740 | 0.6037 | 0.7448 | 0.6022 | 0.5306 |
zyte-1b | 0.3353 | 0.3700 | 0.6086 | 0.7541 | 0.5998 | 0.5335 |
babbage-002 | 0.3285 | 0.3620 | 0.6380 | 0.7606 | 0.6085 | 0.5395 |
palmer-003 | 0.3370 | 0.3740 | 0.6128 | 0.7486 | 0.6535 | 0.5451 |
```
## Merge Details
### Merge Method
This model was merged using the [linear](https://arxiv.org/abs/2203.05482) merge method.
### Models Merged
The following models were included in the merge:
* [aihub-app/zyte-1B](https://huggingface.co/aihub-app/zyte-1B)
* [appvoid/palmer-002-2401](https://huggingface.co/appvoid/palmer-002-2401)
* [vihangd/DopeyTinyLlama-1.1B-v1](https://huggingface.co/vihangd/DopeyTinyLlama-1.1B-v1)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: aihub-app/zyte-1B
parameters:
weight: 1.0
- model: appvoid/palmer-002-2401
parameters:
weight: 0.75
- model: vihangd/DopeyTinyLlama-1.1B-v1
parameters:
weight: 0.75
merge_method: linear
dtype: float16
```
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