
# Edit:
* Best Wernicke Model yet.
* Benchmark Results: https://huggingface.co/spaces/CultriX/Yet_Another_LLM_Leaderboard

# Wernicke-7B-v9

Wernicke-7B-v9 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [FelixChao/WestSeverus-7B-DPO-v2](https://huggingface.co/FelixChao/WestSeverus-7B-DPO-v2)
* [CultriX/Wernicke-7B-v8](https://huggingface.co/CultriX/Wernicke-7B-v8)
* [vanillaOVO/supermario_v2](https://huggingface.co/vanillaOVO/supermario_v2)

## 🧩 Configuration

```yaml
models:
  - model: FelixChao/WestSeverus-7B-DPO-v2
    parameters:
      density: 0.50
      weight: 0.35
  - model: CultriX/Wernicke-7B-v8
    parameters:
      density: 0.50
      weight: 0.35
  - model: vanillaOVO/supermario_v2
    parameters:
      density: 0.50
      weight: 0.30
merge_method: dare_ties
base_model: FelixChao/WestSeverus-7B-DPO-v2
parameters:
  int8_mask: true
dtype: float16
```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "CultriX/Wernicke-7B-v9"
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"])
```
{"license": "apache-2.0", "tags": ["merge", "mergekit", "lazymergekit", "FelixChao/WestSeverus-7B-DPO-v2", "CultriX/Wernicke-7B-v8", "vanillaOVO/supermario_v2"], "base_model": ["FelixChao/WestSeverus-7B-DPO-v2", "CultriX/Wernicke-7B-v8", "vanillaOVO/supermario_v2"]}
transformers safetensors mistral text-generation merge mergekit lazymergekit FelixChao/WestSeverus-7B-DPO-v2 CultriX/Wernicke-7B-v8 vanillaOVO/supermario_v2 base_model:FelixChao/WestSeverus-7B-DPO-v2 base_model:CultriX/Wernicke-7B-v8 base_model:vanillaOVO/supermario_v2 license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us