README.md

metadata

base_model:
  - mattshumer/Reflection-Llama-3.1-70B
  - nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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:

• mattshumer/Reflection-Llama-3.1-70B
• nvidia/Llama-3.1-Nemotron-70B-Instruct-HF

Configuration

The following YAML configuration was used to produce this model:

slices:
- sources:
  - model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
    layer_range:
    - 0
    - 32
  - model: mattshumer/Reflection-Llama-3.1-70B
    layer_range:
    - 0
    - 32
merge_method: slerp
base_model: nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
parameters:
  t:
  - filter: self_attn
    value:
    - 0.2
    - 0.6
    - 0.4
    - 0.8
    - 1
  - filter: mlp
    value:
    - 0.8
    - 0.6
    - 0.7
    - 0.4
    - 0.2
  - value: 0.6
dtype: float32