README.md

metadata

base_model: []
library_name: transformers
tags:
  - mergekit
  - merge

MInstDolphin29mathM-7B-v0.3

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:

• G:\FModels\Mistral-Instruct-dolphin-7B
• G:\FModels\mathstral-Mistral-7B

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: G:\FModels\Mistral-Instruct-dolphin-7B
        layer_range: [0, 32]
      - model: G:\FModels\mathstral-Mistral-7B
        layer_range: [0, 32]

merge_method: slerp
base_model: G:\FModels\Mistral-Instruct-dolphin-7B
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: bfloat16