README.md

metadata

base_model:
  - meta-llama/Llama-3.1-8B-Instruct
  - sequelbox/Llama3.1-8B-MOTH
  - ValiantLabs/Llama3.1-8B-ShiningValiant2
library_name: transformers
model-index:
  - name: Llama3.1-8B-PlumChat
    results:
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: Winogrande (5-Shot)
          type: Winogrande
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 72.22
            name: acc
tags:
  - mergekit
  - merge
  - conversational
  - chat
  - instruct

PlumChat

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

Merge Details

Merge Method

This model was merged using the della merge method using meta-llama/Llama-3.1-8B-Instruct as a base.

Models Merged

The following models were included in the merge:

• ValiantLabs/Llama3.1-8B-ShiningValiant2
• sequelbox/Llama3.1-8B-MOTH

Configuration

The following YAML configuration was used to produce this model:

merge_method: della
dtype: bfloat16
parameters:
  normalize: true
models:
  - model: ValiantLabs/Llama3.1-8B-ShiningValiant2
    parameters:
      density: 0.5
      weight: 0.3
  - model: sequelbox/Llama3.1-8B-MOTH
    parameters:
      density: 0.5
      weight: 0.21
base_model: meta-llama/Llama-3.1-8B-Instruct