Code Monkey home page Code Monkey logo

Comments (4)

qq332982511 avatar qq332982511 commented on July 18, 2024 1

可以先参考DTR教程试一试 https://megengine.org.cn/doc/stable/zh/user-guide/dtr.html

from models.

ChaiByte avatar ChaiByte commented on July 18, 2024

我的理解是你的问题有两个:

  1. 如何使用 DTR
  2. GPT2-ML pre-trained model

第一个问题楼上已经回答了,对于第二个问题,目前没有提供 GPT2-ML 的模型复现和预训练好的参数。 可以参考的解决思路是,尝试在 MegEngine 上对比其它框架的实现代码进行复现(MegEngine API 学习/迁移成本很低),比如你这里提到的 https://github.com/imcaspar/gpt2-ml/blob/master/train/modeling.py . 只要模型结构一致,参数可以通过读取其他框架预训练模型的 model.state_dict() 来进行微调,本质上都是 OrderedDict.

如果你利用 MegEngine 复现了经典模型,也欢迎和 Models 的库开发者联系调优,看能否成为 Contributor.

from models.

NLPIG avatar NLPIG commented on July 18, 2024

可以先参考DTR教程试一试 https://megengine.org.cn/doc/stable/zh/user-guide/dtr.html

好的

from models.

NLPIG avatar NLPIG commented on July 18, 2024

我的理解是你的问题有两个:

  1. 如何使用 DTR
  2. GPT2-ML pre-trained model

第一个问题楼上已经回答了,对于第二个问题,目前没有提供 GPT2-ML 的模型复现和预训练好的参数。 可以参考的解决思路是,尝试在 MegEngine 上对比其它框架的实现代码进行复现(MegEngine API 学习/迁移成本很低),比如你这里提到的 https://github.com/imcaspar/gpt2-ml/blob/master/train/modeling.py . 只要模型结构一致,参数可以通过读取其他框架预训练模型的 model.state_dict() 来进行微调,本质上都是 OrderedDict.

如果你利用 MegEngine 复现了经典模型,也欢迎和 Models 的库开发者联系调优,看能否成为 Contributor.

GPT2-ML也是基与bert,部分代码做了优化,我来试试,谢谢指导!

from models.

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.