!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "aimeri/HermesPersona-24B"
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"])
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HermesPersona-24B is an open source model from GitHub that offers a free installation service, and any user can find HermesPersona-24B on GitHub to install. At the same time, huggingface.co provides the effect of HermesPersona-24B install, users can directly use HermesPersona-24B installed effect in huggingface.co for debugging and trial. It also supports api for free installation.