vorden_v1_merged

vorden_v1_merged

vorden_v1_merged is a merge of the following models using LazyMergekit:

• unsloth/gemma-4-12b-it

🧩 Configuration

    base_model: unsloth/gemma-4-12b-it
    dtype: float16
    merge_method: passthrough
    slices:
      - sources:
          - model: unsloth/gemma-4-12b-it
            layer_range: [0, 48]
    adapters:
      - model: mehemmedz/vorden_v1
        parameters:
          weight: 1.0
    ```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "mehemmedz/vorden_v1_merged"
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"])