huggingface transformers库中LlamaForCausalLM

新手入门笔记。

LlamaForCausalLM 的使用示例，这应该是一段推理代码。

from transformers import AutoTokenizer, LlamaForCausalLM model = LlamaForCausalLM.from_pretrained(PATH_TO_CONVERTED_WEIGHTS) tokenizer = AutoTokenizer.from_pretrained(PATH_TO_CONVERTED_TOKENIZER) prompt = "Hey, are you conscious? Can you talk to me?" inputs = tokenizer(prompt, return_tensors="pt") # Generate generate_ids = model.generate(inputs.input_ids, max_length=30) tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]

参考：

Llama2
https://huggingface.co/docs/transformers/v4.32.1/en/model_doc/llama2#transformers.LlamaForCausalLM