---
base_model:
- johnsnowlabs/JSL-MedLlama-3-8B-v2.0
- Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1
library_name: transformers
tags:
- mergekit
- merge

---
# merged_models

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 [NearSwap](https://huggingface.co/alchemonaut/QuartetAnemoi-70B-t0.0001) merge method using [Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1](https://huggingface.co/Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1) as a base.

### Models Merged

The following models were included in the merge:
* [johnsnowlabs/JSL-MedLlama-3-8B-v2.0](https://huggingface.co/johnsnowlabs/JSL-MedLlama-3-8B-v2.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1
dtype: float16
merge_method: nearswap
modules:
  default:
    slices:
    - sources:
      - layer_range: [0, 32]
        model: johnsnowlabs/JSL-MedLlama-3-8B-v2.0
        parameters:
          density: 0.5
          weight: 0.5
      - layer_range: [0, 32]
        model: Cognitive-Lab/LLama3-Gaja-Hindi-8B-v0.1
        parameters:
          density: 0.5
          weight: 0.5
parameters:
  t:
  - filter: self_attn
    value: [0.0, 0.5, 0.3, 0.7, 1.0]
  - filter: mlp
    value: [1.0, 0.5, 0.7, 0.3, 0.0]
  - value: 0.5
```