PlumChat

Name: Llama3.1-8B-PlumChat
Availability: InStock

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:

yaml

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

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	13.13
IFEval (0-Shot)	42.43
BBH (3-Shot)	13.94
MATH Lvl 5 (4-Shot)	3.10
GPQA (0-shot)	2.01
MuSR (0-shot)	4.77
MMLU-PRO (5-shot)	12.52

sequelbox/Llama3.1-8B-PlumChat