Comments (4)
I'm currently investigating these quirks in fact! I'll talk about this more if my hunches are confirmed, but it might take a while.
from gpt2.
One of the main suspects for my model's worse performance is weight initialization. I just pushed some new code that should allow for different kinds of weight initialization and make weight initialization closer to the original work (though we can't know for sure since there is no public code of how weight initialization was done).
from gpt2.
Unfortunately not much interesting to report so far. I've tried several tweaks, to no avail. I'll continue experimenting for a while before I compile my results.
from gpt2.
Any updates regarding quirks? Really interested in this topic
from gpt2.
Related Issues (20)
- when reading metadata of gs://openwebtext/stuff/encoder/encoder.json HOT 1
- Your 1.5B model HOT 2
- error when using create_tfrecords.py HOT 3
- Are there some research papers about text-to-set generation? HOT 1
- How can i create smaller sized file for inference of 1.5B model HOT 1
- I figured out how to cram GPT-2 1.5B onto a single TPU core with Adam optimizer HOT 3
- Training on artificial language data (server logs, medical records, etc.) HOT 1
- Docker documentation for CUDA
- DOCKER: Web interface doesn't work
- about encoder.json HOT 4
- character-level HOT 1
- 117M/model.ckpt.index is corrupted?
- GPT vs BERT, under same computation and data resource, which one is better for downstream tasks like GLUE?
- Error on output HOT 1
- Retraining a new model, only gpu 0 can be used HOT 1
- Training 1.5B?
- Samples?
- where is the length of the forecast article set? Thank you!
- create_tfrecords.py。Dealing with problems with your own data set
- Question about the metric reported in the paper?
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 gpt2.