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For a better understanding of the above abilities of large language model agents, we select the paradigm of a representative paper, S3 in the social domain, as a template and add more supplementary descriptions to construct a representative diagram. We have done some editing on the original figur...
You are missing the prompt template in create_react_agent which should contain the tool definition. Prompt: The prompt must have input keys: * `tools`: contains descriptions and arguments ... Arindam 81 answered Sep 23 at 7:43 0 votes invoke_agent - getting input and output tokens tok...
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apply_chat_template( messages, tokenize=False, add_generation_prompt=True ) model_inputs = tokenizer([text], return_tensors="pt").to(model.device) generated_ids = model.generate( **model_inputs, max_new_tokens=512 ) generated_ids = [ output_ids[len(input_ids):] for input_ids, ...
🌳 Model Family TreeVisualize the family tree of merged models. Fine-tuning NotebookDescriptionArticleNotebook Fine-tune Llama 2 in Google ColabStep-by-step guide to fine-tune your first Llama 2 model.Article Fine-tune LLMs with AxolotlEnd-to-end guide to the state-of-the-art tool for ...
Table 19: Prompt template for the arXiv multi-label dataset. MethodPrompt SimPrompt Please give a synthetic paper abstract about {paper-classes}. AttrPrompt Please write an abstract of a {paper-classes} paper in arXiv following the requirements below: 1. Should focus on the {subtopic}; 2....
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insight into soda lake ecology, as well as a template to guide efforts to engineer biotechnology for carbon dioxide conversion. Similar content being viewed by others Introduction Soda lakes are among the most alkaline natural environments on earth, as well as among the most productive aquatic ecosy...
之所以设计Template和指令,就是希望在下游任务时能够复用这些预训练的目标,避免引入新的参数而导致过拟合。 因此,我们可以将Prompt升华到一个新的高度,即Prompt Tuning的本质是复用预训练语言模型在预训练阶段所使用的目标和参数。 由于绝大多数的语言模型都采用MLM或ALM进行训练,所以我们现如今所看到的大多数基于...