Comments (1)
min-dalle uses three models in the pipeline to generate images from text.
- Dalle BART encoder
- Dalle BART decoder
- VQGAN Detokenizer
There are two variants of the pipeline
Variant | Size Details |
---|---|
mini | encoder - 386 MB, decoder - 448 MB, detokenizer - 178 MB |
mega | encoder - 2.06 GB, decoder - 2.75 GB, detokenizer - 178 MB |
VQGAN Detokenizer is same in both variants.
from min-dalle.
Related Issues (20)
- Wrong Discord link
- GPU OOM if model ran in Python multithreading
- MPS backend not working
- huggingface 404not found HOT 1
- Training Pipeline
- RuntimeError: "LayerNormKernelImpl" not implemented for 'Half' torch HOT 2
- Could you put in your documentation what version of python you are using?
- How is this different from github.com/kakaobrain/minDALL-E ? HOT 1
- New Replicate Github sign-in required and pricing question HOT 3
- YouTube video walk-through of this codebase HOT 2
- TextTokenizer never initializes when is_reusable is false
- Should this work, even if slowly, on just a 2080Ti? HOT 7
- Any plans to supporting multi-GPU inferencing and training?
- encoder.embed_tokens.weight is smaller than the size of the TextTokenizer vocabulary
- Saving images didn't work for me without changes.
- Bfloat16 - precision loss
- Project dependencies may have API risk issues
- Mini-Dalle in OCaml
- Cannot register hook? HOT 1
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 min-dalle.