def append_to_history(self, user_prompt, response): self.history.append((user_prompt, response)) if len(self.history) > self.history_length: self.history.pop(0) 最后,我们实现了generate根据输入提示生成文本的功能。 每个LLMs 都有一个用于培训的特定提示模板。对于 Code Llama,我使用了codellama-13...
Postpone decisions, try to avoid direct questions, and leave room for exploration:由于模型可能会出错,最好避免不可逆的决策,并为使用不同可能的解决方案进行探索和代码迭代留出空间, 具体来说, 类似于生成模型的解码方法, 不要选用top 1 greedy decoing, 要选用beam sampling, 例如在 Initial code solution部分...
output = self.model.generate(inputs["input_ids"],attention_mask=inputs["attention_mask"],pad_token_id=self.tokenizer.eos_token_id,max_new_tokens=max_new_tokens,do_sample=True,top_p=top_p,top_k=50,temperature=temperature,)output = output[0].to("cpu")response = self.tokenizer.decode(o...
Write Python code to compute the square root and print the result。 # To find the square root of a number in Python, you can use the math library and its sqrt function: frommathimportsqrt number=float(input('Enter a number: ')) square_root=sqrt(number) print(f'The square roo...
Step10:Continue to improve upon all aspects mentioned above by following trendsinweb design and staying up-to-date onnewtechnologiesthat can enhance user experience even further!How does a Website Work?Awebsite works by having pages,which are madeofHTMLcode.This code tells your computer how to...
(model_path,torch_dtype=torch.float16,load_in_4bit=True,trust_remote_code=True,device_map="auto",)whileTrue:prompt=input("Enter Prompt: ")input_ids=tokenizer(prompt,return_tensors="pt").input_ids.to("cuda")gen_tokens=model.generate(input_ids,do_sample=True,max_length=100)generated_...
OpenAI’s ChatGPT/GPT-4 uses natural language description of PLC/DCS functionality to generatesyntactically correct IEC 61131-3 Structured Text code and demonstrate useful reasoning skills to boostcontrol engineer productivity, alongside control narratives. ...
("Reuse the client between requests. When doing anything with large ""volumes of async API calls, setting this to false can improve stability."),)_client:Optional[Any]=PrivateAttr()def__init__(self,model:str=DEFAULT_MODEL,reuse_client:bool=True,api_key:Optional[str]=None,**kwargs:Any,...
1. 引言 ChatGPT、LLaMa、Bard 等大语言模型(LLMs)取得了非常巨大突破,迅速在公众领域流行起来。LLMs...
How to prompt Code Llama · Ollama Blog Vscode 虽说我用 Vscode 不多,但是生态好啊,啥插件都有,先介绍下 Vscode 如何使用本地大模型,这里我主要使用的插件是Continue: 他支持 ollama、LM Studio 服务端 API,这里我演示如何 LM Studio 部署 codellama13B,ollama 部署 starcode:3b 分别提供 chat 与 代码补...