QuantFactory/L3.1-Purosani-2-8B-GGUF

This is quantized version of djuna/L3.1-Purosani-2-8B created using llama.cpp

Original Model Card

merge

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

Merge Details

Merge Method

This model was merged using the della_linear merge method using unsloth/Meta-Llama-3.1-8B as a base.

Models Merged

The following models were included in the merge:

• hf-100/Llama-3-Spellbound-Instruct-8B-0.3
• arcee-ai/Llama-3.1-SuperNova-Lite + grimjim/Llama-3-Instruct-abliteration-LoRA-8B
• THUDM/LongWriter-llama3.1-8b + ResplendentAI/Smarts_Llama3
• djuna/L3.1-Suze-Vume-2-calc
• djuna/L3.1-ForStHS + Blackroot/Llama-3-8B-Abomination-LORA

Configuration

The following YAML configuration was used to produce this model:

merge_method: della_linear
dtype: bfloat16
parameters:
  epsilon: 0.1
  lambda: 1.0
  int8_mask: true
  normalize: true
base_model: unsloth/Meta-Llama-3.1-8B
models:
  - model: arcee-ai/Llama-3.1-SuperNova-Lite+grimjim/Llama-3-Instruct-abliteration-LoRA-8B
    parameters:
      weight: 1
      density: 0.5
  - model: hf-100/Llama-3-Spellbound-Instruct-8B-0.3
    parameters:
      weight: 1
      density: 0.45
  - model: djuna/L3.1-Suze-Vume-2-calc
    parameters:
      weight: 1
      density: 0.45
  - model: THUDM/LongWriter-llama3.1-8b+ResplendentAI/Smarts_Llama3
    parameters:
      weight: 1
      density: 0.55
  - model: djuna/L3.1-ForStHS+Blackroot/Llama-3-8B-Abomination-LORA
    parameters:
      weight: 1
      density: 0.5

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	22.85
IFEval (0-Shot)	49.88
BBH (3-Shot)	31.39
MATH Lvl 5 (4-Shot)	10.12
GPQA (0-shot)	6.82
MuSR (0-shot)	8.30
MMLU-PRO (5-shot)	30.57