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Top 23 Python huggingface Projects
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Scout Monitoring
Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
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stable-diffusion-videos
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
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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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sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
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griptape
Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
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AnimeGANv3
Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.
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Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
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sd-webui-inpaint-anything
Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.
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NATSpeech
A Non-Autoregressive Text-to-Speech (NAR-TTS) framework, including official PyTorch implementation of PortaSpeech (NeurIPS 2021) and DiffSpeech (AAAI 2022)
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distilabel
⚗️ distilabel is a framework for synthetic data and AI feedback for AI engineers that require high-quality outputs, full data ownership, and overall efficiency.
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detoxify
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].
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GenossGPT
One API for all LLMs either Private or Public (Anthropic, Llama V2, GPT 3.5/4, Vertex, GPT4ALL, HuggingFace ...) 🌈🐂 Replace OpenAI GPT with any LLMs in your app with one line.
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stable-diffusion-docker
Run the official Stable Diffusion releases in a Docker container with txt2img, img2img, depth2img, pix2pix, upscale4x, and inpaint.
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Project mention: How to build your Developer Portfolio with MindsDB: The symbiotic relationship between developers and Opensource in 2024. | dev.to | 2024-05-23Developers are able to check for issues to fix on MindsDB’s Github Issues Page. The issues are marked with labels which indicate what you can work on,which you can find here. Fixing bugs showcases that you are a problem solver and capable of resolving issues. Companies find this capability very valuable as it has an impact on the quality of their product and user experience.
Project mention: SpeechBrain 1.0: A free and open-source AI toolkit for all things speech | news.ycombinator.com | 2024-02-28
Project mention: Baichuan 7B reaches top of LLM leaderboard for it's size (New foundation model 4K tokens) | /r/LocalLLaMA | 2023-06-17GitHub: baichuan-inc/baichuan-7B: A large-scale 7B pretraining language model developed by BaiChuan-Inc. (github.com)
An alternative to this is to leverage existing object detection, apply the model to patches or slices of fixed size in our image, and then stitch the results together. This is the idea behind Slicing-Aided Hyper Inference!
Project mention: Show HN: Fructose, LLM calls as strongly typed functions | news.ycombinator.com | 2024-03-06
Project mention: Show HN: Stargazers Reloaded – LLM-Powered Analyses of Your GitHub Community | news.ycombinator.com | 2023-09-30Hey friends!
We have built an app for getting insights about your favorite GitHub community using large language models.
The app uses LLMs to analyze the GitHub profiles of users who have starred the repository, capturing key details like the topics they are interested in. It takes screenshots of the stargazer's GitHub webpage, extracts text using an OCR model, and extracts insights embedded in the extracted text using LLMs.
This app is inspired by the “original” Stargazers app written by Spencer Kimball (CEO of CockroachDB). While the original app exclusively used the GitHub API, this LLM-powered app built using EvaDB additionally extracts insights from unstructured data obtained from the stargazers’ webpages.
Our analysis of the fast-growing GPT4All community showed that the majority of the stargazers are proficient in Python and JavaScript, and 43% of them are interested in Web Development. Web developers love open-source LLMs!
We found that directly using GPT-4 to generate the “golden” table is super expensive — costing $60 to process the information of 1000 stargazers. To maintain accuracy while also reducing cost, we set up an LLM model cascade in a SQL query, running GPT-3.5 before GPT-4, that lowers the cost to $5.5 for analyzing 1000 GitHub stargazers.
We’ve been working on this app for a month now and are excited to open source it today :)
Some useful links:
* Blog Post - https://medium.com/evadb-blog/stargazers-reloaded-llm-powere...
* GitHub Repository - https://github.com/pchunduri6/stargazers-reloaded/
* EvaDB - https://github.com/georgia-tech-db/evadb
Please let us know what you think!
Project mention: Unleash the Power of Video-LLaMA: Revolutionizing Language Models with Video and Audio Understanding! | dev.to | 2023-06-12We extend our deepest gratitude to the extraordinary projects that have influenced and contributed to the development of Video-LLaMA. We're indebted to MiniGPT-4, FastChat, BLIP-2, EVA-CLIP, ImageBind, LLaMA, VideoChat, LLaVA, WebVid, and mPLUG-Owl for their invaluable contributions. Special thanks to Midjourney for creating the stunning Video-LLaMA logo, encapsulating the essence of our groundbreaking project.
Project mention: TimesFM (Time Series Foundation Model) for time-series forecasting | news.ycombinator.com | 2024-05-08On a related note, Amazon also had a model for time series forecasting called Chronos.
https://github.com/amazon-science/chronos-forecasting
Project mention: I just had the displeasure of implementing Langchain in our org. | /r/LangChain | 2023-12-10Have you looked at griptape? https://github.com/griptape-ai/griptape
Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.
Project mention: Open-source AI Feedback framework for scalable LLM Alignment | news.ycombinator.com | 2023-11-23
Project mention: Drop-in replacement for the OpenAI API based on open source LLMs | news.ycombinator.com | 2024-01-17
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).
Python huggingface related posts
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Voxel51 Filtered Views Newsletter - May 24, 2024
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Zephyr 141B, a Mixtral 8x22B fine-tune, is now available in Hugging Chat
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Show HN: ai() to run any ML and answer with Python type
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Show HN: Fructose, LLM calls as strongly typed functions
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Prompting LLMs to constrain output
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[D] Prompt Engineering Seems Like Guesswork - How To Evaluate LLM Application Properly?
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Show HN: ChatData – an open-source ChatGPT-like chatbot
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Jun 2024
Index
What are some of the best open-source huggingface projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | MindsDB | 21,531 |
| 2 | speechbrain | 8,013 |
| 3 | Baichuan-7B | 5,642 |
| 4 | stable-diffusion-videos | 4,234 |
| 5 | Baichuan2 | 3,979 |
| 6 | sahi | 3,656 |
| 7 | lmql | 3,392 |
| 8 | Baichuan-13B | 2,970 |
| 9 | evadb | 2,593 |
| 10 | sagemaker-python-sdk | 2,057 |
| 11 | mPLUG-Owl | 1,974 |
| 12 | chronos-forecasting | 1,855 |
| 13 | griptape | 1,686 |
| 14 | AnimeGANv3 | 1,603 |
| 15 | Transformers4Rec | 1,050 |
| 16 | kogpt | 1,001 |
| 17 | sd-webui-inpaint-anything | 965 |
| 18 | NATSpeech | 944 |
| 19 | distilabel | 1,005 |
| 20 | detoxify | 861 |
| 21 | streamlit-geospatial | 814 |
| 22 | GenossGPT | 743 |
| 23 | stable-diffusion-docker | 715 |
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