Giter Site home page Giter Site logo

Comments (3)

voidful avatar voidful commented on August 25, 2024

observaton_list is a 2d array for all available input,it will be like observaton_list = [['Got any creative ideas for a 10 year old’s birthday?']], and you can either use a causal lm or seq2seq lm in hugging face. here is a small example: https://voidful.dev/jupyter/2022/12/10/textrl-elon-musk.html

from textrl.

jaideep11061982 avatar jaideep11061982 commented on August 25, 2024

@voidful what purpose does observation list serve. I am just trying to understand .
And is this RL or RLHF ?

from textrl.

voidful avatar voidful commented on August 25, 2024

observation_list holds the observations that the agent receives from the environment at each step of the RL training. These observations are used by the agent to make decisions and to learn from the environment.

In an RLHF setup, you would need to collect human feedback for the generated text, and then use that feedback as the reward signal to guide the model's learning. You can make this adaptation by changing the reward module in TextRL to incorporate human feedback as the basis for the reward calculation. By doing so, you will create an RLHF setup using TextRL.

from textrl.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.