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tiborousset
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EvoMed

Text Generation
Transformers
Safetensors
llama
mergekit
Merge
conversational
text-generation-inference
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EvoMed
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---
base_model:
- ContactDoctor/Bio-Medical-Llama-3-8B
- lightblue/suzume-llama-3-8B-japanese
library_name: transformers
tags:
- mergekit
- merge

---
# final_model

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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [lightblue/suzume-llama-3-8B-japanese](https://huggingface.co/lightblue/suzume-llama-3-8B-japanese) as a base.

### Models Merged

The following models were included in the merge:
* [ContactDoctor/Bio-Medical-Llama-3-8B](https://huggingface.co/ContactDoctor/Bio-Medical-Llama-3-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: lightblue/suzume-llama-3-8B-japanese
dtype: bfloat16
merge_method: dare_ties
parameters:
  int8_mask: 1.0
  normalize: 1.0
slices:
- sources:
  - layer_range: [0, 8]
    model: ContactDoctor/Bio-Medical-Llama-3-8B
    parameters:
      density: 1.0
      weight: 0.6133219045070127
  - layer_range: [0, 8]
    model: lightblue/suzume-llama-3-8B-japanese
    parameters:
      density: 0.685860266951033
      weight: 0.5895381594604311
- sources:
  - layer_range: [8, 16]
    model: ContactDoctor/Bio-Medical-Llama-3-8B
    parameters:
      density: 0.7392837955301343
      weight: 0.3228829047267915
  - layer_range: [8, 16]
    model: lightblue/suzume-llama-3-8B-japanese
    parameters:
      density: 1.0
      weight: 0.6225596018347737
- sources:
  - layer_range: [16, 24]
    model: ContactDoctor/Bio-Medical-Llama-3-8B
    parameters:
      density: 1.0
      weight: 0.6675711396324198
  - layer_range: [16, 24]
    model: lightblue/suzume-llama-3-8B-japanese
    parameters:
      density: 1.0
      weight: 0.507981935427293
- sources:
  - layer_range: [24, 32]
    model: ContactDoctor/Bio-Medical-Llama-3-8B
    parameters:
      density: 0.7479105312794881
      weight: 0.6307368863287528
  - layer_range: [24, 32]
    model: lightblue/suzume-llama-3-8B-japanese
    parameters:
      density: 0.7322891014425874
      weight: 0.633799814811044
```