Efficient Large File Handling
Git LFS replaces large files with text pointers inside Git, while storing the file contents on a separate server, thus optimizing repository size and performance.
Reduced Clone Time
By keeping the large file content separate, clone times are significantly reduced as only pointers are initially fetched.
Better Storage Management
Actual large files are stored on an external server, allowing for more efficient use of local disk space.
Easier Collaboration
Facilitates collaboration on repositories containing large files by preventing performance issues typically associated with large repositories.
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Git LFS is a highly regarded solution for managing large files in Git repositories. It is particularly considered good due to its seamless integration with Git, reliable performance, and ease of use. Furthermore, it is widely used in various industries, reflecting its strong adoption and community support.
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The latest comments about Git Large File Storage on Reddit. This can help you find out how popualr the product is and what people think about it.
Enabled git lfs. And downloaded the gzip compressed tar archives. - Source: dev.to / 5 months ago
I could see what Git was complaining aboutโโโmodel.pkl was too largeโโโbut I didnโt really understand why this was a problem, or what โGit LFSโ actually meant in practice. I had never used it before. - Source: dev.to / 7 months ago
Don't you just need to install git-lfs https://git-lfs.com/ and then run `git lfs pull` ? - Source: Hacker News / 11 months ago
Git Large File Storage (git-lfs): An open source Git extension for versioning large files. - Source: dev.to / over 1 year ago
Git-remote-s3 is a neat tool that provides you with the ability to use Amazon S3 as a Git Large File Storage (LFS) remote provider. It provides an implementation of a git remote helper to use S3 as a serverless Git server. The README provides good examples of how to set this up and example git commands that allow you to use this setup. This is pretty neat, and something I am going to try out for myself in future... - Source: dev.to / almost 2 years ago
The meta-data and model artifacts from experiment tracking can contain large amounts of data, such as the training model files, data files, metrics and logs, visualizations, configuration files, checkpoints, etc. In cases where the experiment tool doesn't support data storage, an alternative option is to track the training and validation data versions per experiment. They use remote data storage systems such as S3... - Source: dev.to / about 2 years ago
What's the difference between this and Git-LFS? https://git-lfs.com/. - Source: Hacker News / over 2 years ago
It doesn't, since Git's data model has to be changed to content-defined chunks to solve the issue. You should look at git-lfs[1] instead. [1] https://git-lfs.com. - Source: Hacker News / over 2 years ago
Congrats on the HN launch. How does this improve or expand or blow git-lfs[1] out of the water because if I needed large blob file support it's what I would use instead. It offers pointers to the big files to the hosted git instead of pushing around the binaries itself -- though I am speculating since I've not used it myself just read about it online. [1] https://git-lfs.com/. - Source: Hacker News / over 2 years ago
While sleuthing around, I came across an old podcast episode from ShopTalk Show about blogging and later tips on utilizing Git LFS as an option to sync and managed timestamp changes to large image files, videos, audio, and design files such as Photoshop files. According to the official Git LFS documentation, you can continue to commit changes as usual on your end and what Git LFS does it creates little pointer... - Source: dev.to / about 3 years ago
Git LFS is pretty straightforward, but there are a few caveats:. Source: about 3 years ago
How bag is the database? You can probably attach it to your project as a release artifact or using git-lfs - https://git-lfs.com/. Source: about 3 years ago
Make sure you have git-lfs installed (https://git-lfs.com). Source: about 3 years ago
When looking for alternatives, there are a few evaluation criteria that are unique to the game development industry. First and foremost: scalability. Game projects tend to be large and include many large binary files. Version control tools have to cater for that and apparently not all of them do this all that well. Git, for example, has a limit on its file and repo size, and game developers typically have to use... - Source: dev.to / about 3 years ago
For the easy option, you can also setup git LFS to manage things like images and other binaries in a slightly less shitty way than putting the binaries directly in raw git. The feature is supported in github on the free tier, provided you use less than 1GB of storage, otherwise you need to setup a file server like a bucket. Source: about 3 years ago
Integration and functional tests should probably run on some realistic data, so you still run into the issue of where to store this. At my workplace we also have some test data files and we simply store these in the git repo using git LFS. Source: about 3 years ago
And GIT is not great for everything, such as large binary files or data (but then, there is git large file storage https://git-lfs.com/ ), or when you can't really put the data into git and you need to keep them locally. But that is related to further complications and wider use, not really about saving and versioning basic scripts. Source: over 3 years ago
If git clone doesn't work in downloading all the model .pth files, you probably don't have git-lfs installed (https://git-lfs.com/). I've gone over it in other videos, and it gets repetitive to do it every single time, especially since I have never advertised my videos as tutorial videos. Source: over 3 years ago
Git LFS started out as a plug-in to Git that's become a popular option (read: supported by GitHub and a lot of clients) to manage large files (e.g. models, large texture files, etc). The way that Git is designed generally makes it really good at managing small text source files but kind of mediocre for large binary files. Source: over 3 years ago
There is https://git-lfs.com/ for your own repos but I never really worked with it. Source: over 3 years ago
You can use hooks to automate tasks and handle large binary files using GIT LFS. - Source: dev.to / over 3 years ago
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