README.md

metadata

base_model:
  - Gaivoronsky/Mistral-7B-Saiga
  - HuggingFaceH4/mistral-7b-grok
  - NousResearch/Yarn-Mistral-7b-128k
library_name: transformers
tags:
  - mergekit
  - merge

merge

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

Merge Details

Merge Method

This model was merged using the Model Stock merge method using Gaivoronsky/Mistral-7B-Saiga as a base.

Models Merged

The following models were included in the merge:

• HuggingFaceH4/mistral-7b-grok
• NousResearch/Yarn-Mistral-7b-128k

Configuration

The following YAML configuration was used to produce this model:

slices:
- sources:
  - model: Gaivoronsky/Mistral-7B-Saiga
    layer_range:
    - 0
    - 32
  - model: HuggingFaceH4/mistral-7b-grok
    layer_range:
    - 0
    - 32
  - model: NousResearch/Yarn-Mistral-7b-128k
    layer_range:
    - 0
    - 32
merge_method: model_stock
base_model: Gaivoronsky/Mistral-7B-Saiga
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
  - filter: mlp
    value:
    - 1
    - 0.5
    - 0.7
    - 0.3
    - 0
  - value: 0.5
dtype: bfloat16