| This model was quantized and pruned with [SparseGPT](https://arxiv.org/abs/2301.00774), using [SparseML](https://github.com/neuralmagic/sparseml). | |
| ```python | |
| import torch | |
| from transformers import AutoTokenizer, AutoModelForCausalLM | |
| model_id = "nm-testing/OpenHermes-2.5-Mistral-7B-pruned50" | |
| model = AutoModelForCausalLM.from_pretrained(model_id, device_map="auto", torch_dtype=torch.float16) | |
| tokenizer = AutoTokenizer.from_pretrained(model_id) | |
| inputs = tokenizer("Hello my name is", return_tensors="pt") | |
| outputs = model.generate(**inputs, max_new_tokens=20) | |
| print(tokenizer.batch_decode(outputs)[0]) | |
| """ | |
| <s> Hello my name is Katie and I am a student at the University of Gloucestershire. I am currently studying | |
| """ | |
| ``` |