Comments (3)
glample
commented on July 29, 2024
Hi,
In practice, we observed that bigger batches seem to help, and it significantly accelerates the overall training time. I would suggest to use at least 8 GPUs, especially if you use a big model.
from xlm.
jiahuigeng
commented on July 29, 2024
Have you successfully implemented accumulated gradients or multi-gpu settings?
from xlm.
glample
commented on July 29, 2024
Not yet. It will be easy in the next version of PyTorch distributed, so we will wait for that.
from xlm.
Related Issues (20)
- Add memory to transformer
- XLM LICENSE
- Error when using the uploaded en-fr model for NMT (translate from English to French) HOT 1
- Error in Training HOT 3
- Generate multiple optimal results（beam search）
- Training data details for XLM-15 model HOT 1
- Question about parameters for further training of a preexisiting model?
- default params for PKM
- supervised machine translation HOT 1
- How is sentence piece model trained in XLM-R?
- [Question] Does XLM-R follows RoBERTa or XLM for MLM?
- ./get-data-para.sh HOT 3
- Checkpoint for TLM objective
- confusion about `lm_head`'s size? HOT 2
- How can I expand it to a new language which is Romanised? For example, Marathi Romanized?
- e
- get-data-glue.sh 400 Bad Request
- bt_steps meaning
- how to save the entire model instead of just the model parameters
- Predict a masked word
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from xlm.