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Top 8 Jupyter Notebook huggingface-transformer Projects
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InfluxDB
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aws-lambda-docker-serverless-inference
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
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multi-label-sentiment-classifier
How to build a multi-label sentiment classifiers with Tez and PyTorch
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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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.
Project mention: [Machine Learning] [P] Implémentation de la génération de texte à partir de mots clés Python Module | /r/enfrancais | 2023-05-11
Project mention: Super JSON Mode: Up to 20x Faster JSON Generation from LLMs | news.ycombinator.com | 2024-02-06
I've been playing around with DALL-E 3 a lot recently. One of the things they do is to expand a user's prompt in order to add a lot of detail. Via their API, you can see the expanded prompt (whereas, you can't through the ChatGPT interface).
They obviously have the power of their LLM behind them and can generate some really interesting prompts. There is an open source implementation that the creator of Fooocus made which attempts to expand on prompts using some commonly used keywords[1] with some sort of basic context.
e.g., I typed in "Brisket on a table" and got: "Brisket on a table, product photography, Michelin star, award winning photo, 8k, trending, HD. High quality image, highly detailed, stunning lighting, flawless render, masterpiece, still from the movie directed by Denis Villeneuve with art direction"
You get a much better image with that prompt vs just the basic: "Brisket on a table"
[1] https://huggingface.co/spaces/daspartho/prompt-extend
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook huggingface-transformers related posts
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[Machine Learning] [P] Implémentation de la génération de texte à partir de mots clés Python Module
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[P] Implementation of text generation from keywords Python Module
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ChatGPT
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Dalila.
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[P] Made a text generation model to extend stable diffusion prompts with suitable style cues
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Moderating posts that don't belong to a subreddit using ML model
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The VFX guys at Corridor Crew freak out over Stable Diffusion
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A note from our sponsor - InfluxDB
www.influxdata.com | 8 May 2024
Index
What are some of the best open-source huggingface-transformer projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | keytotext | 436 |
| 2 | super-json-mode | 341 |
| 3 | prompt-extend | 174 |
| 4 | aws-lambda-docker-serverless-inference | 92 |
| 5 | predict-subreddit | 31 |
| 6 | multi-label-sentiment-classifier | 17 |
| 7 | anime-or-not | 14 |
| 8 | SagemakerHuggingfaceDashboard | 11 |
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