README.md

---
base_model:
- dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit
- artificialguybr/llama3-8b-redmond-code290k
library_name: transformers
tags:
- mergekit
- merge

---
# Mermaid-Coder-Llama-3-8B

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 SLERP merge method.

### Models Merged

The following models were included in the merge:
* [dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit](https://huggingface.co/dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit)
* [artificialguybr/llama3-8b-redmond-code290k](https://huggingface.co/artificialguybr/llama3-8b-redmond-code290k)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit
        layer_range: [0, 32]
      - model: artificialguybr/llama3-8b-redmond-code290k
        layer_range: [0, 32]
      # - model: TroyDoesAI/Mermaid-Llama-3-8B
      #   layer_range: [0, 32]

      # - model: TroyDoesAI/Mermaid-Llama-3-8B
      #   layer_range: [0, 32]
      # - model: TroyDoesAI/Mermaid-Llama-8B-Laser-High-SNR
      #   layer_range: [0, 32]
      
merge_method: slerp
base_model: dbands/llama-3-8b-instruct_code_instructions_122k_alpaca_style_16bit
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5 # fallback for rest of tensors
dtype: float16
```