widget, inference, license, language, pipeline_tag

widget	inference	license	language	pipeline_tag
text example_title group Artificial Intelligence is Textbook Completion text example_title group <s> [INST] How to take care of exotic cars? [/INST] Wikihow Completion text example_title group <s> [INST] Generate a story about a Dark Knight [/INST] Story Completion	parameters temperature top_p top_k repetition_penalty 0.6 0.9 30 1.2	apache-2.0	en	text-generation

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "gmonsoon/frankencosmo-test"
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"])