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1 models:
2 - model: mistralai/Mistral-7B-Instruct-v0.1
3 - model: scb10x/typhoon-7b
4 - model: SeaLLMs/SeaLLM-7B-v2
5 merge_method: model_stock
6 base_model: mistralai/Mistral-7B-Instruct-v0.1
7 dtype: bfloat16
8 ```
9## 💻 Usage
10```python
11!pip install -qU transformers accelerate
12from transformers import AutoTokenizer
13import transformers
14import torch
15model = "Ksgk-fy/Tymee-7B-test02"
16messages = [{"role": "user", "content": "What is a large language model?"}]
17tokenizer = AutoTokenizer.from_pretrained(model)
18prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
19pipeline = transformers.pipeline(
20 "text-generation",
21 model=model,
22 torch_dtype=torch.float16,
23 device_map="auto",
24)
25outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
26print(outputs[0]["generated_text"])