|
---
|
|
base_model:
|
|
- grimjim/llama-3-aaditya-OpenBioLLM-8B
|
|
- NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS
|
|
- cgato/L3-TheSpice-8b-v0.8.3
|
|
library_name: transformers
|
|
tags:
|
|
- mergekit
|
|
- merge
|
|
pipeline_tag: text-generation
|
|
license: llama3
|
|
license_link: LICENSE
|
|
---
|
|
# grimjim/Llama-3-Luminurse-v0.2-OAS-8B-8bpw-exl2
|
|
|
|
This repo contains an exl2 quant of [Llama-3-Luminurse-v0.2-OAS-8B](https://huggingface.co/grimjim/Llama-3-Luminurse-v0.2-OAS-8B) at 8bpw. For suggested sampler settings, refer to the model card of the original repo.
|
|
|
|
This model is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
|
|
|
|
Luminurse is a merge based on Lumimaid, enhanced with a biomedical model, with a dash of TheSpice thrown in to improve formatting of text generation.
|
|
|
|
Built with Meta Llama 3.
|
|
|
|
## Merge Details
|
|
### Merge Method
|
|
|
|
This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS](https://huggingface.co/NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS) as a base.
|
|
|
|
### Models Merged
|
|
|
|
The following models were included in the merge:
|
|
* [grimjim/llama-3-aaditya-OpenBioLLM-8B](https://huggingface.co/grimjim/llama-3-aaditya-OpenBioLLM-8B)
|
|
* [cgato/L3-TheSpice-8b-v0.8.3](https://huggingface.co/cgato/L3-TheSpice-8b-v0.8.3)
|
|
|
|
### Configuration
|
|
|
|
The following YAML configuration was used to produce this model:
|
|
|
|
```yaml
|
|
base_model: NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS
|
|
slices:
|
|
- sources:
|
|
- model: NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS
|
|
layer_range: [0,32]
|
|
- model: grimjim/llama-3-aaditya-OpenBioLLM-8B
|
|
layer_range: [0,32]
|
|
parameters:
|
|
weight: 0.2
|
|
- model: cgato/L3-TheSpice-8b-v0.8.3
|
|
layer_range: [0,32]
|
|
parameters:
|
|
weight: 0.04
|
|
merge_method: task_arithmetic
|
|
dtype: bfloat16
|
|
|
|
```
|
|
|
