README.md

metadata

base_model:
  - mistralai/Mistral-Small-Instruct-2409
  - mistralai/Codestral-22B-v0.1
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 SLERP merge method.

Models Merged

The following models were included in the merge:

• mistralai/Mistral-Small-Instruct-2409
• mistralai/Codestral-22B-v0.1

Configuration

The following YAML configuration was used to produce this model:

slices:
  - sources:
      - model: mistralai/Mistral-Small-Instruct-2409
        layer_range: [0, 40]
      - model: mistralai/Codestral-22B-v0.1
        layer_range: [0, 40]
# or, the equivalent models: syntax:
# models:
#   - model: mistralai/Mistral-Small-Instruct-2409
#   - model: mistralai/Codestral-22B-v0.1
merge_method: slerp
base_model: mistralai/Mistral-Small-Instruct-2409
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