predict-subreddit
aws-lambda-docker-serverless-inference
| predict-subreddit | aws-lambda-docker-serverless-inference | |
|---|---|---|
| 8 | 1 | |
| 31 | 92 | |
| - | - | |
| 0.9 | 4.0 | |
| about 1 year ago | about 1 month ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | MIT No Attribution |
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predict-subreddit
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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.
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Interesting AI projects in hugging face
predict-subreddit
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[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
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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.
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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.
aws-lambda-docker-serverless-inference
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AWS - NLP newsletter - 2021. Aug.
GitHub: Train a BlazingText text classification algorithm in SageMaker, inference with AWS Lambda
What are some alternatives?
is-it-huggable - An image classifier to classify things as huggable or not.
amazon-sagemaker-examples - Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠Amazon SageMaker.
keytotext - Keywords to Sentences
ganbert-pytorch - Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
BERT-for-Mobile - Compares the DistilBERT and MobileBERT architectures for mobile deployments.
multi-label-sentiment-classifier - How to build a multi-label sentiment classifiers with Tez and PyTorch
jetson-containers - Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
anime-or-not - NLP model that determines whether a plot is anime enough
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.
python-machine-learning-book-3rd-edition - The "Python Machine Learning (3rd edition)" book code repository