aloobun/mergekit-slerp-fvwurpx

merge

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• chargoddard/qwen2p5-14b-llamatok
• large-traversaal/Qwen-2.5-14B-Hindi

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: "chargoddard/qwen2p5-14b-llamatok"
        layer_range: [0, 48]
      - model: "large-traversaal/Qwen-2.5-14B-Hindi"
        layer_range: [0, 48]
merge_method: slerp
base_model: "chargoddard/qwen2p5-14b-llamatok"
parameters:
  t:
    - filter: lm_head 
      value: [0.55]
    - filter: embed_tokens
      value: [0.7]
    - filter: self_attn
      value: [0.65, 0.35]
    - filter: mlp
      value:  [0.35, 0.65]
    - filter: layernorm
      value: [0.4, 0.6]
    - filter: modelnorm
      value: [0.6]
    - value: 0.5
dtype: bfloat16