license, tags, base_model, model-index

license	tags	base_model	model-index
apache-2.0	merge mergekit lazymergekit RaduGabriel/MUZD RaduGabriel/Mistral-Instruct-Ukrainian-SFT Radu1999/MisterUkrainianDPO CultriX/NeuralTrix-7B-dpo	RaduGabriel/MUZD RaduGabriel/Mistral-Instruct-Ukrainian-SFT Radu1999/MisterUkrainianDPO CultriX/NeuralTrix-7B-dpo	name results SirUkrainian task dataset metrics source type name text-generation Text Generation name type config split args AI2 Reasoning Challenge (25-Shot) ai2_arc ARC-Challenge test num_few_shot 25 type value name acc_norm 67.32 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RaduGabriel/SirUkrainian Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args HellaSwag (10-Shot) hellaswag validation num_few_shot 10 type value name acc_norm 85.54 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RaduGabriel/SirUkrainian Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU (5-Shot) cais/mmlu all test num_few_shot 5 type value name acc 63.14 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RaduGabriel/SirUkrainian Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args TruthfulQA (0-shot) truthful_qa multiple_choice validation num_few_shot 0 type value mc2 68.74 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RaduGabriel/SirUkrainian Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args Winogrande (5-shot) winogrande winogrande_xl validation num_few_shot 5 type value name acc 81.53 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RaduGabriel/SirUkrainian Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args GSM8k (5-shot) gsm8k main test num_few_shot 5 type value name acc 56.71 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=RaduGabriel/SirUkrainian Open LLM Leaderboard

NeuralPipe-7B-slerp

NeuralPipe-7B-slerp is a merge of the following models using LazyMergekit:

• RaduGabriel/MUZD
• RaduGabriel/Mistral-Instruct-Ukrainian-SFT
• Radu1999/MisterUkrainianDPO
• CultriX/NeuralTrix-7B-dpo

🧩 Configuration

models:
  - model: RaduGabriel/MUZD
    parameters:
      weight: 0.3
  - model: RaduGabriel/Mistral-Instruct-Ukrainian-SFT
    parameters:
      weight: 0.3
  - model: Radu1999/MisterUkrainianDPO
    parameters:
      weight: 0.1
  - model: CultriX/NeuralTrix-7B-dpo
    parameters:
      weight: 0.3

merge_method: task_arithmetic
base_model: mistralai/Mistral-7B-v0.1
dtype: bfloat16

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "RaduGabriel/SirUkrainian"
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.bfloat16,
    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.	70.50
AI2 Reasoning Challenge (25-Shot)	67.32
HellaSwag (10-Shot)	85.54
MMLU (5-Shot)	63.14
TruthfulQA (0-shot)	68.74
Winogrande (5-shot)	81.53
GSM8k (5-shot)	56.71