Orpomis-Prime-7B-it
Orpomis-Prime-7B-it is a merge of the following models using Mergekit:
🧩 Configuration
models:
- model: kaist-ai/mistral-orpo-beta
- model: NousResearch/Hermes-2-Pro-Mistral-7B
- model: mistralai/Mistral-7B-Instruct-v0.2
merge_method: model_stock
base_model: mistralai/Mistral-7B-Instruct-v0.2
dtype: bfloat16```
## 💻 Usage
```python
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "saucam/Orpomis-Prime-7B-it"
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"])