Depot.ai Alternatives

Similar projects and alternatives to depot.ai

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67 111 9.3 Go depot.ai VS cli

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better depot.ai alternative or higher similarity.

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depot.ai reviews and mentions

Posts with mentions or reviews of depot.ai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-18.

GitHub - depot/depot.ai: Embed machine learning models in your Dockerfile
1 project | /r/programming | 7 Nov 2023
Depot.ai – Docker registry for public machine learning models
1 project | news.ycombinator.com | 5 Nov 2023
Show HN: depot.ai – easily embed ML / AI models in your Dockerfile
3 projects | news.ycombinator.com | 18 Jul 2023

To optimize build speed, cache hits, and registry storage, we're building each image reproducibly and indexing the contents with eStargz[0]. The image is stored on Cloudflare R2, and served via a Cloudflare Worker. Everything is open source[1]!
Compared to alternatives like `git lfs clone` or downloading your model at runtime, embedding it with `COPY` produces layers that are cache-stable, with identical hash digests across rebuilds. This means they can be fully cached, even if your base image or source code changes.
And for Docker builders that enable eStargz, copying single files from the image will download only the requested files. eStargz can be enabled in a variety of image builders[2], and we’ve enabled it by default on Depot[3].
Here’s an announcement post with more details: https://depot.dev/blog/depot-ai.
We’d love to hear any feedback you may have!
[0] https://github.com/containerd/stargz-snapshotter/blob/main/docs/estargz.md
[1] https://github.com/depot/depot.ai
[2] https://github.com/containerd/stargz-snapshotter/blob/main/docs/integration.md#image-builders
[3] https://depot.dev
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