---
language:
- en
library_name: transformers
tags:
- merge
- llm
- stablelm
inference: true
license: other
---
This model is a merge/fusion of [Aryanne/Astridboros-3B](https://huggingface.co/Aryanne/Astridboros-3B) and [stabilityai/stablelm-zephyr-3b](https://huggingface.co/stabilityai/stablelm-zephyr-3b) , 28 layers of Zephyr + 12 layers of Astridboros together(see zephyr-3.43b.yml or below).

A total of 40 layers, with 3.43B of parameters.

License it's the same as Zephyr cause it has 70% of it. 


```yaml
slices:
  - sources:
    - model: stabilityai/stablelm-zephyr-3b
      layer_range: [0, 14] 
  - sources:
    - model: Aryanne/Astridboros-3B
      layer_range: [10, 22]
  - sources:
    - model: stabilityai/stablelm-zephyr-3b
      layer_range: [18, 32]
merge_method: passthrough
dtype: float16
```

I recommend the use of the Zephyr prompt format.

```
<|user|>
List 3 synonyms for the word "tiny"<|endoftext|>
<|assistant|>
1. Dwarf
2. Little
3. Petite<|endoftext|>
```

GGUF Quants: [afrideva/Zephyr-3.43B-GGUF](https://huggingface.co/afrideva/Zephyr-3.43B-GGUF)
A huge thanks to afrideva for the help. 🙌🤗