BERT-for-Mobile
predict-subreddit
Our great sponsors
| BERT-for-Mobile | predict-subreddit | |
|---|---|---|
| 1 | 8 | |
| 29 | 31 | |
| - | - | |
| 0.0 | 0.9 | |
| over 3 years ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
BERT-for-Mobile
-
Which lightweight BERT model would you recommend with TensorFlow.js on React Native?
MobileBERT is strangely not compatible with Tensorflow 2.0. However, it is widely in use, for example there. Also, an interesting benchmark.
predict-subreddit
-
Moderating posts that don't belong to a subreddit using ML model
You can try the demo here; there is also an API endpoint for it. The code for the project is open-source on the GitHub repo.
-
Interesting AI projects in hugging face
predict-subreddit
-
[P] Made an NLP model that predicts subreddit based on the title of a post (link in comments)
here you go https://github.com/daspartho/predict-subreddit
-
Made an NLP model that predicts subreddit based on the title of a post
You could look at the model notebook in the github repo, it has steps to create the model using the HuggingFace library.
-
Made an NLP model that predicts subreddit based on the title of a post (link in comments)
I've put the details for the project in the GitHub Readme. The repo contains notebooks with steps to create the dataset and the model.
What are some alternatives?
tf-transformers - State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).
is-it-huggable - An image classifier to classify things as huggable or not.
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation
keytotext - Keywords to Sentences
AnnA_Anki_neuronal_Appendix - Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
multi-label-sentiment-classifier - How to build a multi-label sentiment classifiers with Tez and PyTorch
tfjs-models - Pretrained models for TensorFlow.js
aws-lambda-docker-serverless-inference - Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
anime-or-not - NLP model that determines whether a plot is anime enough
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.
SagemakerHuggingfaceDashboard - This is a solution that demonstrates how to train and deploy a pre-trained Huggingface model on AWS SageMaker and publish an AWS QuickSight Dashboard that visualizes the model performance over the validation dataset and Exploratory Data Analysis for the pre-processed training dataset.