avemio-digital/Mistral7bOrpo_Hermes2Pro_Slerp_Merge

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:

• NousResearch/Hermes-2-Pro-Mistral-7B
• avemio-digital/Mistral_7B_ORPO_after_SFT_with_16_epochs_V1

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: avemio-digital/Mistral_7B_ORPO_after_SFT_with_16_epochs_V1
        layer_range: [0, 32]
      - model: NousResearch/Hermes-2-Pro-Mistral-7B
        layer_range: [0, 32]
merge_method: slerp
base_model: avemio-digital/Mistral_7B_ORPO_after_SFT_with_16_epochs_V1
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
  embed_slerp: true
dtype: bfloat16