transformers safetensors mistral text-generation merge mergekit lazymergekit MesozoicMetallurgist/nous-Induan base_model:MesozoicMetallurgist/nous-Induan autotrain_compatible endpoints_compatible text-generation-inference region:us
---
tags:
- merge
- mergekit
- lazymergekit
- MesozoicMetallurgist/nous-Induan
base_model:
- MesozoicMetallurgist/nous-Induan
---

# goat02-3b

goat02-3b is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [MesozoicMetallurgist/nous-Induan](https://huggingface.co/MesozoicMetallurgist/nous-Induan)

## 🧩 Configuration

```yaml
models:
  - model: 0x0dad0/nous_nb_20
    density: 0.5
    weight: 0.5
  - model: MesozoicMetallurgist/nous-Induan
    parameters:
      density: 0.5
      weight: 0.3
merge_method: ties
base_model: 0x0dad0/nous_nb_20
parameters:
  normalize: true
dtype: float16
```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "Sumail/goat02-3b"
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"])
```