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Top 19 Jupyter Notebook huggingface Projects
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hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
There are 3 courses that I usually recommend to folks looking to get into MLE/MLOps that already have a technical background. The first is a higher-level look at the MLOps processes, common challenges and solutions, and other important project considerations. It's one of Andrew Ng's courses from Deep Learning AI but you can audit it for free if you don't need the certificate: - Machine Learning in Production For a more hands-on, in-depth tutorial, I'd recommend this course from NYU (free on GitHub), including slides, scripts, full-code homework: - Machine Learning Systems And the title basically says it all, but this is also a really good one: - Hands-on Train and Deploy ML Pau Labarta, who made that last course, actually has a series of good (free) hands-on courses on GitHub. If you're interested in getting started with LLMs (since every company in the world seems to be clamoring for them right now), this course just came out from Pau and Paul Iusztin: - Hands-on LLMs For LLMs I also like this DLAI course (that includes Prompt Engineering too): - Generative AI with LLMs It can also be helpful to start learning how to use MLOps tools and platforms. I'll suggest Comet because I work there and am most familiar with it (and also because it's a great tool). Cloud and DevOps skills are also helpful. Make sure you're comfortable with git. Make sure you're learning how to actually deploy your projects. Good luck! :)
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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audio-diffusion
Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.
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huggingpics
🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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voice-assistant-whisper-chatgpt
This repository will guide you to create your own Smart Virtual Assistant like Google Assistant using Open AI's ChatGPT, Whisper. The entire solution is created using Python & Gradio.
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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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ganbert-pytorch
Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
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augmented-interpretable-models
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
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multi-label-sentiment-classifier
How to build a multi-label sentiment classifiers with Tez and PyTorch
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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.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Jupyter Notebook huggingface related posts
- [P] minLoRA: An Easy-to-Use PyTorch Library for Applying LoRA to PyTorch Models
- Create videos with Stablediffusion. Saw this project and thought someone here might like it.
- [video] Packed underground rave in North Korea with dj ill kim headlining
- Most popular IA to animate?
- You can use Dreambooth fine tuned models to generate videos (explanation)
- [P] I Made an NLP model that determines whether a plot is anime enough
- Architecture to host QuickSight Dashboard for HuggingFace model monitoring deployed on SageMaker along with data EDA (r/MachineLearning)
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A note from our sponsor - WorkOS
workos.com | 17 Apr 2024
Index
What are some of the best open-source huggingface projects in Jupyter Notebook? This list will help you:
Project | Stars | |
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1 | skorch | 5,614 |
2 | hands-on-llms | 2,209 |
3 | audio-diffusion | 645 |
4 | daam | 593 |
5 | minLoRA | 384 |
6 | browser-ml-inference | 294 |
7 | huggingpics | 249 |
8 | voice-assistant-whisper-chatgpt | 219 |
9 | HugsVision | 188 |
10 | converse | 176 |
11 | clip-italian | 169 |
12 | aws-lambda-docker-serverless-inference | 91 |
13 | ganbert-pytorch | 88 |
14 | augmented-interpretable-models | 38 |
15 | predict-subreddit | 31 |
16 | stable-diffusion-dreambooth-colab | 30 |
17 | multi-label-sentiment-classifier | 17 |
18 | anime-or-not | 14 |
19 | SagemakerHuggingfaceDashboard | 11 |