NettetOur method learns to dynamically prompt (L2P) a pre-trained model to learn tasks sequentially under different task transitions. In our proposed framework, prompts are small learnable parameters, which are maintained in a memory space. The objective is to optimize prompts to instruct the model prediction and explicitly manage task-invariant … NettetIn our proposed framework, prompts are small learnable parameters, which are maintained in a memory space. The objective is to optimize prompts to instruct the …

Learning to Prompt for Continual Learning - 简书

Nettetintroduce balanced continual learning (BCL), a new algorithm to achieve this saddle point. In our algorithm (see Fig. 1 for a description of BCL), the generalization cost is computed by training and evaluating the model on given new task data. The catastrophic forgetting cost is computed by evaluating the model on the task memory (previous tasks). Nettet上面这个prompt的用途是让ChatGPT扮演一个提示生成器。. ChatGPT具体完成这样几件事：. 用户首先告诉chatgpt想要它完成什么任务，然后ChatGPT根据用户的描述生成一个指令明确的prompt；. 接着对生成的prompt做个点评，并指出可以从什么方面改进；. 向用户提 … brian morrow linkedin

Prompt 学习和微调 (Prompt Learning and Tuning)

NettetCVF Open Access NettetIn our proposed framework, prompts are small learnable parameters, which are maintained in a memory space. The objective is to optimize prompts to instruct the … brian morrow np