
# MiaLatte-Indo-Enhanced-7b

MiaLatte-Indo-Enhanced-7b is a merge of the following models using MergeKit:
* [indischepartij/MiaLatte-Indo-Mistral-7b](https://huggingface.co/indischepartij/MiaLatte-Indo-Mistral-7b)
* [flemmingmiguel/MBX-7B-v3](https://huggingface.co/flemmingmiguel/MBX-7B-v3)
* [alnrg2arg/blockchainlabs_test3_seminar](https://huggingface.co/alnrg2arg/blockchainlabs_test3_seminar)
* [mlabonne/OmniBeagle-7B](https://huggingface.co/mlabonne/OmniBeagle-7B)
* [BarryFutureman/WildMarcoroni-Variant1-7B](https://huggingface.co/BarryFutureman/WildMarcoroni-Variant1-7B)

## 🧩 Configuration

```yaml
models:
  - model: indischepartij/MiaLatte-Indo-Mistral-7b
    parameters:
      density: 0.50
      weight: 0.60
  - model: flemmingmiguel/MBX-7B-v3
    parameters:
      density: 0.50
      weight: 0.10
  - model: alnrg2arg/blockchainlabs_test3_seminar
    parameters:
      density: 0.50
      weight: 0.10
  - model: mlabonne/OmniBeagle-7B
    parameters:
      density: 0.50
      weight: 0.30
  - model: BarryFutureman/WildMarcoroni-Variant1-7B
    parameters:
      density: 0.50
      weight: 0.30
merge_method: dare_ties
base_model: indischepartij/MiaLatte-Indo-Mistral-7b
parameters:
  int8_mask: true
dtype: float16
```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "gmonsoon/MiaLatte-Indo-Enhanced-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"])
```
{"tags": ["merge", "mergekit", "indischepartij/MiaLatte-Indo-Mistral-7b", "flemmingmiguel/MBX-7B-v3", "alnrg2arg/blockchainlabs_test3_seminar", "mlabonne/OmniBeagle-7B", "BarryFutureman/WildMarcoroni-Variant1-7B"], "base_model": ["indischepartij/MiaLatte-Indo-Mistral-7b", "flemmingmiguel/MBX-7B-v3", "alnrg2arg/blockchainlabs_test3_seminar", "mlabonne/OmniBeagle-7B", "BarryFutureman/WildMarcoroni-Variant1-7B"]}
merge mergekit indischepartij/MiaLatte-Indo-Mistral-7b flemmingmiguel/MBX-7B-v3 alnrg2arg/blockchainlabs_test3_seminar mlabonne/OmniBeagle-7B BarryFutureman/WildMarcoroni-Variant1-7B base_model:indischepartij/MiaLatte-Indo-Mistral-7b base_model:flemmingmiguel/MBX-7B-v3 base_model:alnrg2arg/blockchainlabs_test3_seminar base_model:mlabonne/OmniBeagle-7B base_model:BarryFutureman/WildMarcoroni-Variant1-7B region:us