QuantFactory/Llama-3-RedMagic4-8B-GGUF

This is quantized version of lemon07r/Llama-3-RedMagic4-8B created using llama.cpp

Original Model Card

Llama-3-RedMagic4-8B

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 NousResearch/Meta-Llama-3-8B as a base.

Models Merged

The following models were included in the merge:

• flammenai/Mahou-1.2-llama3-8B
• lemon07r/Llama-3-RedMagic2-8B
• lemon07r/Lllama-3-RedElixir-8B
• nbeerbower/llama-3-spicy-abliterated-stella-8B

Configuration

The following YAML configuration was used to produce this model:

base_model: NousResearch/Meta-Llama-3-8B
dtype: bfloat16
merge_method: model_stock
slices:
- sources:
  - layer_range: [0, 32]
    model: lemon07r/Llama-3-RedMagic2-8B
  - layer_range: [0, 32]
    model: lemon07r/Lllama-3-RedElixir-8B
  - layer_range: [0, 32]
    model: nbeerbower/llama-3-spicy-abliterated-stella-8B
  - layer_range: [0, 32]
    model: flammenai/Mahou-1.2-llama3-8B
  - layer_range: [0, 32]
    model: NousResearch/Meta-Llama-3-8B

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	19.32
IFEval (0-Shot)	48.64
BBH (3-Shot)	19.48
MATH Lvl 5 (4-Shot)	8.31
GPQA (0-shot)	5.37
MuSR (0-shot)	4.38
MMLU-PRO (5-shot)	29.73