Self-Chat Improvements · facebookresearch/ParlAI#2221

(2 评论) (0 反应) (1 负责人)Python (10,371 star) (2,089 fork)batch import

EnhancementH1 2020Help Wanteddonotreap

描述

Each of these could be spun into a sub-issue, and requires some scoping to be done. The following improvements could benefit self-chat in particular.

Allow 2 models to be passed in e.g. apprentice, wizard, currently can't.
Currently does not support standard batchworld (will need the world not to do anything fancy, maybe it's possible? This would be easier if batchworld accepted a generic 'contextWorld' with initial contexts, but we don't have that currently (we have talked about this for a while).
General fix (beyond self-chat) but useful here: allow worlds to have args (currently only teachers are checked) so we can add flags more easily..
Make interactive world share more with self-chat world where possible via inheritance.

技术栈: python
领域: machine learningaibackend
议题类型: feature
难度: 4
预计时间: 3-5 days
活动状态: stale
清晰度: needs investigation
前置要求: Understanding of ParlAI's self chatFamiliarity with batchworld
新手友好度: 20
研究方向: The issue lists several sub tasks for self chat improvements, each requiring scoping. The first task involves allowing two models (e.g., apprentice, wizard) to be passed in, which requires understanding the current self chat code (likely in parlai/agents/self chat/). The second task concerns batchworld compatibility; the issue mentions that batchworld does not accept a generic contextWorld, and discussions have occurred. The third task is already done. The fourth task is about sharing between interactive world and self chat world via inheritance. The assignee may have context, but no linked PRs. A newcomer would need to examine the self chat world code and batchworld to propose implementations.