Stable-Diffusion
Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya LoRA, Kandinsky 2, DeepFloyd IF, Midjourney (by FurkanGozukara)
Mage
š§ The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai (by mage-ai)
| Stable-Diffusion | Mage | |
|---|---|---|
| 30 | 77 | |
| 1,760 | 7,085 | |
| - | 4.0% | |
| 9.8 | 9.9 | |
| 5 days ago | 5 days ago | |
| Jupyter Notebook | Python | |
| GNU General Public License v3.0 only | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
Stable-Diffusion
Posts with mentions or reviews of Stable-Diffusion.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-22.
- Scalable Load Balancing Having Cloud GPU Service Salad Tutorial With Whisper Transcriber Gradio APP
- FLaNK AI-April 22,Ā 2024
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OneTrainer Fine Tuning vs Kohya SS DreamBooth & Huge Research of OneTrainerās Masked Training
So stay subscribed and open notification bells to not miss : https://www.youtube.com/SECourses
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Finding Best Training Hyper Parameters / Configuration Is Neither Cheap Nor Easy
You can use A6000 GPU on MassedCompute with our template for only 31 cents per hour. Follow instructions here (still WIP) : https://github.com/FurkanGozukara/Stable-Diffusion/blob/main/Tutorials/OneTrainer-Master-SD-1_5-SDXL-Windows-Cloud-Tutorial.md
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Compared Effect Of Image Captioning For SDXL Fine-tuning / DreamBooth Training for a Single Person, 10.3 GB VRAM via OneTrainer
The tutorial will be on our channel : https://www.youtube.com/SECourses
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A New Gold Tutorial For RunPod & Linux Users : How To Use Storage Network Volume In RunPod & Latest Version Of Automatic1111
Patreon exclusive posts index
- SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific
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Beware When Buying M2 NVMe SSDs: Netac NV7000, Kioxia Exceria Plus G2, Kingston and Sandisk Compared
Used Writing Speed & Cache Testing Python Script ā¤µļø https://github.com/FurkanGozukara/Stable-Diffusion/blob/main/CustomPythonScripts/gen_file.py
- Viral Paper Tested MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model
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56 Stable Diffusion And Related Generative AI Tutorials Organized List
Our 1,200+ Stars GitHub Stable Diffusion and other tutorials repo ā¤µļø https://github.com/FurkanGozukara/Stable-Diffusion
Mage
Posts with mentions or reviews of Mage.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-22.
- FLaNK AI-April 22,Ā 2024
-
A mage on the Heroās Journey: a fantasy epic on how a startup rose from the ashes
In the coming years, Mage will create a cooperative experience so that developers can build data pipelines with their team and level up together. After that journey, Mage will go on an epic quest to create the 1st open world community experience in the data universe.
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Data sources episode 2: AWS S3 to Postgres Data Sync using Singer
Link to original blog: https://www.mage.ai/blog/data-sources-ep-2-aws-s3-to-postgres-data-sync-using-singer
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What are some open-source ML pipeline managers that are easy to use?
I would recommend the following: - https://www.mage.ai/ - https://dagster.io/ - https://www.prefect.io/ - https://metaflow.org/ - https://zenml.io/home
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Mage Battlegrounds: Craft insights from real-time customer behavior analysis
You're invited to participate in the very first Mage Battlegrounds: Craft insights from real-time customer behavior analysis, a 24-hour virtual hackathon hosted by Shashank Mishra! This data engineering competition will take place on Saturday, April 15, 2023 beginning at 11am (PST). This will be a global event open to all participants who register.
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Looking for an open-source project
Try this feature: https://github.com/mage-ai/mage-ai/issues/1166
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Daskqueue: Dask-based distributed task queue
Seeing if we can use it in https://github.com/mage-ai/mage-ai
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Data Pipeline on a Shoestring
That being said thereās a solid family of services just breaking ground that make the local pipeline deployment easier (check out https://www.mage.ai, which does have a clear path to cloud deployment of locally developed pipes, it just isnāt well documented yet, and also https://www.neuronsphere.io - which doesnāt have a public solution YET (theyāre internally testing an alpha) but they built a cloud deployable solution for their paying customers and working to release one for freemium use)
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Trending ML repos of the week š
7ļøā£ mage-ai/mage-ai
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Delta without using Spark
Yes, check out how Mage does it: https://github.com/mage-ai/mage-ai/tree/master/mage_integrations/mage_integrations/destinations/delta_lake_s3
What are some alternatives?
When comparing Stable-Diffusion and Mage you can also consider the following projects:
sd-dynamic-thresholding - Dynamic Thresholding (CFG Scale Fix) for Stable Diffusion (StableSwarmUI, ComfyUI, and Auto WebUI)
dagster - An orchestration platform for the development, production, and observation of data assets.
Fooocus - Focus on prompting and generating
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
multidiffusion-upscaler-for-automatic1111 - Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0
vscode-dvc - Machine learning experiment tracking and data versioning with DVC extension for VS Code
SUPIR - SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild
sqlmesh - Efficient data transformation and modeling framework that is backwards compatible with dbt.
caption-upsampling - This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.
mito - The mitosheet package, trymito.io, and other public Mito code.
CushyStudio - š The AI and Generative Art platform for everyone
Data-Science-Roadmap - Data Science Roadmap from A to Z
Stable-Diffusion vs sd-dynamic-thresholding
Mage vs dagster
Stable-Diffusion vs Fooocus
Mage vs Airflow
Stable-Diffusion vs multidiffusion-upscaler-for-automatic1111
Mage vs vscode-dvc
Stable-Diffusion vs SUPIR
Mage vs sqlmesh
Stable-Diffusion vs caption-upsampling
Mage vs mito
Stable-Diffusion vs CushyStudio
Mage vs Data-Science-Roadmap