tags, base_model, model-index, pipeline_tag

tags	base_model	model-index	pipeline_tag
merge mergekit lazymergekit aetherwiing/MN-12B-Starcannon-v3 Sao10K/MN-12B-Lyra-v1	aetherwiing/MN-12B-Starcannon-v3 Sao10K/MN-12B-Lyra-v1	name results MN-LooseCannon-12B-v1 task dataset metrics source type name text-generation Text Generation name type args IFEval (0-Shot) HuggingFaceH4/ifeval num_few_shot 0 type value name inst_level_strict_acc and prompt_level_strict_acc 54.18 strict accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=GalrionSoftworks/MN-LooseCannon-12B-v1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args BBH (3-Shot) BBH num_few_shot 3 type value name acc_norm 29.98 normalized accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=GalrionSoftworks/MN-LooseCannon-12B-v1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args MATH Lvl 5 (4-Shot) hendrycks/competition_math num_few_shot 4 type value name exact_match 6.5 exact match url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=GalrionSoftworks/MN-LooseCannon-12B-v1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args GPQA (0-shot) Idavidrein/gpqa num_few_shot 0 type value name acc_norm 4.7 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=GalrionSoftworks/MN-LooseCannon-12B-v1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type args MuSR (0-shot) TAUR-Lab/MuSR num_few_shot 0 type value name acc_norm 10.96 acc_norm url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=GalrionSoftworks/MN-LooseCannon-12B-v1 Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU-PRO (5-shot) TIGER-Lab/MMLU-Pro main test num_few_shot 5 type value name acc 24.4 accuracy url name https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=GalrionSoftworks/MN-LooseCannon-12B-v1 Open LLM Leaderboard	text-generation

MN-LooseCannon-12B-v1

MN-LooseCannon-12B-v1 is a merge of the following models using LazyMergekit:

• aetherwiing/MN-12B-Starcannon-v3
• Sao10K/MN-12B-Lyra-v1

🧩 Configuration

models:
  - model: aetherwiing/MN-12B-Starcannon-v3
    parameters:
      density: 0.3
      weight: 0.75
  - model: Sao10K/MN-12B-Lyra-v1
    parameters:
      density: 0.7
      weight: 0.25

merge_method: ties
base_model: aetherwiing/MN-12B-Starcannon-v3
parameters:
  normalize: true
dtype: bfloat16

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "GalrionSoftworks/MN-LooseCannon-12B-v1"
messages = [{"role": "user", "content": "What is a large language model?"}]

tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    torch_dtype=torch.float16,
    device_map="auto",
)

outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	21.78
IFEval (0-Shot)	54.18
BBH (3-Shot)	29.98
MATH Lvl 5 (4-Shot)	6.50
GPQA (0-shot)	4.70
MuSR (0-shot)	10.96
MMLU-PRO (5-shot)	24.40