### User:
Write a stand-up skit in the style of George Carlin that ridicules Pacific Gas and Electric.
### Assistant:
Below shows a code example on how to use this model
python
1import torch
2from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
34model_path="pankajmathur/Lima_Unchained_70b"56tokenizer = AutoTokenizer.from_pretrained(model_path)7model = AutoModelForCausalLM.from_pretrained(8 model_path,9 torch_dtype=torch.float16,10 load_in_8bit=True,11 low_cpu_mem_usage=True,12 device_map="auto"13)1415#generate text steps16instruction ="Write a stand-up skit in the style of George Carlin that ridicules Pacific Gas and Electric."17prompt =f"### User: {instruction}\n\n### Assistant:\n"18inputs = tokenizer(prompt, return_tensors="pt").to("cuda")19output = model.generate(**inputs, do_sample=True, top_p=0.95, top_k=0, max_new_tokens=4096)2021print(tokenizer.decode(output[0], skip_special_tokens=True))22
Limitations & Biases:
While this model aims for accuracy, it can occasionally produce inaccurate or misleading results.
Despite diligent efforts in refining the pretraining data, there remains a possibility for the generation of inappropriate, biased, or offensive content.
Exercise caution and cross-check information when necessary.
Citiation:
Please kindly cite using the following BibTeX:
@misc{Lima_Unchained_70b,
author = {Pankaj Mathur},
title = {Lima_Unchained_70b: A LIMA style Llama2-70b model},
year = {2023},
publisher = {HuggingFace},
journal = {HuggingFace repository},
howpublished = {\url{https://https://huggingface.co/psmathur/model_42_70b},
}
@misc{ChuntingZhou,
title={LIMA: Less Is More for Alignment},
author={Chunting Zhou, Pengfei Liu, Puxin Xu, Srini Iyer, Jiao Sun, Yuning Mao, Xuezhe Ma, Avia Efrat, Ping Yu, Lili Yu,
Susan Zhang, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer, Omer Levy},
year={2023},
eprint={2305.11206},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
@software{touvron2023llama2,
title={Llama 2: Open Foundation and Fine-Tuned Chat Models},
author={Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava,
Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller,
Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez Madian Khabsa, Isabel Kloumann,
Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov,
Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith,
Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu , Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan,
Melanie Kambadur, Sharan Narang, Aurelien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom},
year={2023}
}
