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metadata
license: apache-2.0
tags:
  - merge
  - mergekit
  - lazymergekit
  - automerger
base_model:
  - automerger/OgnoExperiment27-7B

Experiment24Ognoexperiment27-7B

Experiment24Ognoexperiment27-7B is an automated merge created by Maxime Labonne using the following configuration.

🧩 Configuration

models:
- model: yam-peleg/Experiment24-7B
  # No parameters necessary for base model
- model: automerger/OgnoExperiment27-7B
  parameters:
    density: 0.53
    weight: 0.6
merge_method: dare_ties
base_model: yam-peleg/Experiment24-7B
parameters:
int8_mask: true
dtype: bfloat16
random_seed: 0
    ```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "automerger/Experiment24Ognoexperiment27-7B"
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"])