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1models:
2 - model: Locutusque/llama-3-neural-chat-v1-8b
3 - model: cloudyu/Meta-Llama-3-8B-Instruct-DPO
4 - model: cognitivecomputations/dolphin-2.9-llama3-8b
5 - model: abacusai/Llama-3-Smaug-8B
6merge_method: model_stock
7base_model: abacusai/Llama-3-Smaug-8B
8dtype: bfloat161!pip install -qU transformers accelerate
2
3from transformers import AutoTokenizer
4import transformers
5import torch
6
7model = "Kukedlc/SmartLlama-3-8B-MS-v0.1"
8messages = [{"role": "user", "content": "What is a large language model?"}]
9
10tokenizer = AutoTokenizer.from_pretrained(model)
11prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
12pipeline = transformers.pipeline(
13 "text-generation",
14 model=model,
15 torch_dtype=torch.float16,
16 device_map="auto",
17)
18
19outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
20print(outputs[0]["generated_text"])