web3.storage VS cog

Compare web3.storage vs cog and see what are their differences.

web3.storage

DEPRECATED ⁂ The simple file storage service for IPFS & Filecoin (by web3-storage)
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web3.storage cog
81 20
498 6,876
0.4% 7.4%
8.5 9.4
17 days ago 7 days ago
JavaScript Python
GNU General Public License v3.0 or later 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.

web3.storage

Posts with mentions or reviews of web3.storage. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-27.
  • Show HN: Encrypt and upload files to IPFS from browser
    2 projects | news.ycombinator.com | 27 Oct 2023
  • Which data is currently decentralized stored on IPFS?
    5 projects | /r/ipfs | 4 May 2023
    Web3.Storage and other similar projects run a network of IPFS nodes that allow users to store whatever content they like, as a kind of competitor to Dropbox or Google Drive: this could be their personal content, or again, any application content, because some apps integrate directly with this service via their API
  • Holders! Please tell me how you use filecoin
    2 projects | /r/filecoin | 27 Apr 2023
    Typically app developers would be the ones to build on Filecoin and you would choose an app like web3.storage to store your data. As a consumer you dont have to directly hold FIL but you benefit from the Filecoin ecosystem.
  • Facebook is aggressively going after LLaMA repos with DMCA's
    2 projects | news.ycombinator.com | 24 Mar 2023
    clone repos to your computer, dont just fork them

    the fork disappears when the parent repository is taken down, clones stay on your machine

    upload to IPFS. you can pin on IPFS for free with filecoin. Use filecoin nodes to pin on ipfs at https://web3.storage

  • How can I host my file in filecoin?
    2 projects | /r/filecoin | 14 Mar 2023
    As for storing data on Filecoin directly, that would require making a deal with a Filecoin Storage Provider; doing so is currently a complex task but reading the documentation should get you somewhere. You will need a small amount of the FIL token to make the deal with an SP, who will then store your data. Keep in mind that something like web3.storage or Estuary.tech may be better for your needs if you need easy access to the files later; Filecoin can (currently) be thought of as closer to archival storage, but efforts are being made to make it more generally useful too.
    2 projects | /r/filecoin | 14 Mar 2023
    easiest is to use filecoin using some provider who has IPFS <-> Filecoin gateway for example web3.storage . Upload using IPFS and they will push it to filecoin.
  • New realtime database for IPFS
    4 projects | /r/ipfs | 7 Mar 2023
    Doing a js-ipfs backend would be straightforward and wouldn't change the app API, so it totally makes sense to do that. I tend to see it as a both/and situtation, and the current core makes no assumptions about network either way. Adding web3.storage was just a ~200 loc React hook, so I bet the js-ipfs bridge would also be that easy.
    4 projects | /r/ipfs | 7 Mar 2023
    In my TodoMVC example I built up the local database which a bunch of data, enabled web3.storage replication, and then deleted my local IndexedDB. It was fun to watch the blocks fetch over the network but it's not optimzed yet (it doesn't know the second block's address til it reads it from the first's) but I can remove that bottleneck.
  • Let’s Build an Encrypted Image Uploader with IPFS, Lit Protocol, and Web3Auth
    4 projects | dev.to | 19 Jan 2023
    The last service we use is the one we know from the previous article, Web3Storage. It allows us to upload our encrypted files to the Filecoin network to access them via IPFS. The cool thing about this service: the accounts are user-owned and not app owned. While Web3Storage allows app-owned accounts, meaning the files will be managed by the app's creator, it also allows user-owned accounts that require the users to manage their uploads. It comes with a generous free tier, so the users can start uploading without paying anything.
  • I wish I could "seed" a server like a torrent, has there been any work to make this possible?
    5 projects | /r/Mastodon | 12 Nov 2022
    web3.storage

cog

Posts with mentions or reviews of cog. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-01.
  • AI Grant Traction in OSS Startups
    5 projects | dev.to | 1 Feb 2024
    View on GitHub
  • Insanely Fast Whisper: Transcribe 300 minutes of audio in less than 98 seconds
    8 projects | news.ycombinator.com | 14 Nov 2023
  • Talk-Llama
    8 projects | news.ycombinator.com | 2 Nov 2023
    I'm in the same situation. I found this cog project to dockerise ML https://github.com/replicate/cog : you write just one python class and a yaml file, and it takes care of the "CUDA hell" and deps. It even creates a flask app in front of your model.

    That helps keep your system clean, but someone with big $s please rewrite pytorch to golang or rust or even nodejs / typescript.

  • Llama 2 – Meta AI
    16 projects | news.ycombinator.com | 18 Jul 2023
    https://github.com/replicate/cog

    Our thinking was just that a bunch of folks will want to fine-tune right away, then deploy the fine-tunes, so trying to make that easy... Or even just deploy the models-as-is on their own infra without dealing with CUDA insanity!

  • Run Stable Diffusion on Your M1 Mac’s GPU
    24 projects | news.ycombinator.com | 1 Sep 2022
  • Why companies move off Heroku (besides the cost)
    11 projects | news.ycombinator.com | 27 Apr 2022
    Dokku Maintainer here.

    Dokku also supports Dockerfiles, Docker Images, Tarballs (similar to heroku slugs), and Cloud Native Buildpacks. I'm also actively working on AWS Lambda support (both for simple usage without much config as well as SAM-based usage) and investigating Replicate's Cog[1] and Railways Nixpacks[2] functionalities for building apps.

    There are quite a few options in the OSS space (as well as Commercial offerings from new startups and popular incumbents). It's an interesting space to be in, and its always fun to see how new offerings innovate on existing solutions.

      [1] https://github.com/replicate/cog
  • Hacker News top posts: Apr 21, 2022
    3 projects | /r/hackerdigest | 21 Apr 2022
    Cog: Containers for Machine Learning\ (8 comments)
  • Cog: Containers for Machine Learning
    2 projects | news.ycombinator.com | 20 Apr 2022
    Hello HN! One of the creators of Cog here.

    We built this to deploy models to Replicate (https://replicate.com/), but it can also be used to deploy models to your own infra.

    Andreas, my co-founder and one of the creators of Cog, used to work at Spotify. Spotify wanted to run models inside Docker containers, but Docker was too hard to use for most ML researchers. So, Andreas built a set of templates and scripts to help researchers deploy their own models.

    This was mixed in with my experience working at Docker. I created Docker Compose, which makes Docker easier to use for dev environments. We were also joined by Zeke, who created Swagger (now OpenAPI), which is used to define a model’s inputs/outputs. And, many other contributors have since joined! https://github.com/replicate/cog#contributors-

    It’s still early days, so expect a few rough edges, but it’s ready to use for deploying models. We’d love to hear what you think.

    2 projects | news.ycombinator.com | 20 Apr 2022
  • Show HN: Cog – Docker for Machine Learning
    2 projects | news.ycombinator.com | 20 Apr 2022
    Hello HN!

    Cog lets you package machine learning models in a standard, production-ready container.

    We built this to deploy models to Replicate[0], where it has been battle hardened with hundreds of models, but it can also be used to deploy models to your own infrastructure.

    Andreas, my co-founder and one of the creators of Cog, used to work at Spotify. Spotify wanted to run models inside Docker containers, but Docker was too hard to use for most ML researchers. So, Andreas built a set of templates and scripts to help researchers deploy their own models.

    This was mixed in with my experience working at Docker. I created Docker Compose, which makes Docker easier to use for dev environments. We were also joined by Zeke, who created OpenAPI (née Swagger), which is used to define a model’s inputs/outputs. And, many other contributors have since joined! https://github.com/replicate/cog#contributors-

    It’s still early days, so expect a few rough edges, but it’s ready to use for deploying models. We’d love to hear what you think.

    [0] https://replicate.com/

What are some alternatives?

When comparing web3.storage and cog you can also consider the following projects:

nft.storage - 😋 Free decentralized storage and bandwidth for NFTs on IPFS and Filecoin.

orbitdb - Peer-to-Peer Databases for the Decentralized Web

ipfs-desktop - An unobtrusive and user-friendly desktop application for IPFS on Windows, Mac and Linux.

slate - WIP - We're building the place you go to discover, share, and sell files on the web.

ipfs - Peer-to-peer hypermedia protocol

Peergos - A p2p, secure file storage, social network and application protocol

nodejs-httpp - Run HTTP over UDP with Node.js

nixpacks - App source + Nix packages + Docker = Image

js-libp2p - The JavaScript Implementation of libp2p networking stack.

ipfs - IPFS implementation in JavaScript

pytorch_wavelets - Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet