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powermove72/GreenNodeviolet-Notus-Linear
GreenNodeviolet-Notus-Linear is a text generation model from powermove72. Use it when you need the model to write or continue text. It is set up for transformers.
GreenNodeviolet-Notus-Linear is a merge of the following models using LazyMergekit: GreenNode/GreenNode-mini-7B-multilingual-v1olet argilla/notus-7b-v1
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From the Hugging Face model README
GreenNodeviolet-Notus-Linear is a merge of the following models using LazyMergekit:
models:
- model: GreenNode/GreenNode-mini-7B-multilingual-v1olet
parameters:
weight: 0.7
- model: argilla/notus-7b-v1
parameters:
weight: 0.3
merge_method: linear
tokenizer_source: union
dtype: float16
```
## 💻 Usage
```python
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "powermove72/GreenNodeviolet-Notus-Linear"
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"])