README.md

metadata

base_model:
  - StoneLabs/HorrorProto-12b-v1
  - OmnicromsBrain/NemonsterExtreme-12b-TheDarkness
tags:
  - merge
  - mergekit
  - lazymergekit
  - StoneLabs/HorrorProto-12b-v1
  - OmnicromsBrain/NemonsterExtreme-12b-TheDarkness

HorrorMerge-NOS4A2

HorrorMerge-NOS4A2 is a merge of the following models using LazyMergekit:

• StoneLabs/HorrorProto-12b-v1
• OmnicromsBrain/NemonsterExtreme-12b-TheDarkness

🧩 Configuration

models:
  - model: StoneLabs/HorrorProto-12b-v1
    parameters:
      density: 0.3
      weight: 0.75
  - model: OmnicromsBrain/NemonsterExtreme-12b-TheDarkness
    parameters:
      density: 0.7
      weight: 0.25

merge_method: ties
base_model: StoneLabs/Mistral-Nemo-Instruct-2407
parameters:
  normalize: true
dtype: bfloat16

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "StoneLabs/HorrorMerge-NOS4A2"
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"])