公开(公告)号：US20240202458A1

公开(公告)日：2024-06-20

申请号：US18067680

申请日：2022-12-16

Applicant: Amazon Technologies, Inc.

Inventor： Sheng Zha ,  Miguel Ballesteros Martinez ,  Yassine Benajiba ,  Cole Hawkins ,  Aditya Rawal ,  Dhananjay Ram ,  Min Rong Samson Tan ,  Abhinav Goyal ,  Brant Swidler

IPC: G06F40/40 ,  G06F40/279

CPC classification number: G06F40/40 ,  G06F40/279 ,  G06F40/205

Abstract: Prompt discovery is performed for identifying prompts to natural language processing machine learning models. A request to determine a prompt for a natural language processing task performed by a pre-trained natural language processing machine learning model may be received. A task classification for the natural language processing task may be determined and candidate prompts for the natural language processing prompt task collection selected. Respective prompt results for the candidate prompts are evaluated to generate a prompt recommendation for the natural language processing task.

公开(公告)号：US20240202466A1

公开(公告)日：2024-06-20

申请号：US18067674

申请日：2022-12-16

Applicant: Amazon Technologies, Inc.

Inventor： Sheng Zha ,  Miguel Ballesteros Martinez ,  Yassine Benajiba ,  Cole Hawkins ,  Aditya Rawal ,  Dhananjay Ram ,  Min Rong Samson Tan ,  Vittorio Castelli

IPC: G06F40/56 ,  G06N5/04

CPC classification number: G06F40/56 ,  G06N5/04

Abstract: Prompt development techniques are implemented for tuning natural language processing machine learning models using selected prompts from a prompt task collection. A prompt development system may support requests to further adapt a pre-trained natural language processing machine learning model to tune the pre-trained natural language processing machine learning model for use with a selected prompt. Evaluation of the tuned natural language processing machine learning model may be performed and provided as a result.