# Aryanne/Zephyr-3.43B-GGUF

Quantized GGUF model files for [Zephyr-3.43B](https://huggingface.co/Aryanne/Zephyr-3.43B) from [Aryanne](https://huggingface.co/Aryanne)


| Name | Quant method | Size |
| ---- | ---- | ---- |
| [zephyr-3.43b.fp16.gguf](https://huggingface.co/afrideva/Zephyr-3.43B-GGUF/resolve/main/zephyr-3.43b.fp16.gguf) | fp16 | 6.86 GB  |
| [zephyr-3.43b.q2_k.gguf](https://huggingface.co/afrideva/Zephyr-3.43B-GGUF/resolve/main/zephyr-3.43b.q2_k.gguf) | q2_k | 1.46 GB  |
| [zephyr-3.43b.q3_k_m.gguf](https://huggingface.co/afrideva/Zephyr-3.43B-GGUF/resolve/main/zephyr-3.43b.q3_k_m.gguf) | q3_k_m | 1.70 GB  |
| [zephyr-3.43b.q4_k_m.gguf](https://huggingface.co/afrideva/Zephyr-3.43B-GGUF/resolve/main/zephyr-3.43b.q4_k_m.gguf) | q4_k_m | 2.09 GB  |
| [zephyr-3.43b.q5_k_m.gguf](https://huggingface.co/afrideva/Zephyr-3.43B-GGUF/resolve/main/zephyr-3.43b.q5_k_m.gguf) | q5_k_m | 2.44 GB  |
| [zephyr-3.43b.q6_k.gguf](https://huggingface.co/afrideva/Zephyr-3.43B-GGUF/resolve/main/zephyr-3.43b.q6_k.gguf) | q6_k | 2.82 GB  |
| [zephyr-3.43b.q8_0.gguf](https://huggingface.co/afrideva/Zephyr-3.43B-GGUF/resolve/main/zephyr-3.43b.q8_0.gguf) | q8_0 | 3.65 GB  |



## Original Model Card:
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: [notyet](not yet)
{"language": ["en"], "license": "other", "library_name": "transformers", "tags": ["merge", "llm", "stablelm", "gguf", "ggml", "quantized", "q2_k", "q3_k_m", "q4_k_m", "q5_k_m", "q6_k", "q8_0"], "model_name": "Zephyr-3.43B", "base_model": "Aryanne/Zephyr-3.43B", "inference": false, "model_creator": "Aryanne", "pipeline_tag": "text-generation", "quantized_by": "afrideva"}
transformers gguf merge llm stablelm ggml quantized q2_k q3_k_m q4_k_m q5_k_m q6_k q8_0 text-generation en base_model:Aryanne/Zephyr-3.43B license:other region:us