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Cog Alternatives
Similar projects and alternatives to cog
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pytorch_wavelets
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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piku
The tiniest PaaS you've ever seen. Piku allows you to do git push deployments to your own servers.
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heroku-review-app-actions
Discontinued GitHub action to automate managing review apps on your Heroku account
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stable-diffusion
Discontinued This version of CompVis/stable-diffusion features an interactive command-line script that combines text2img and img2img functionality in a "dream bot" style interface, a WebGUI, and multiple features and other enhancements. [Moved to: https://github.com/invoke-ai/InvokeAI] (by lstein)
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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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ollama
Get up and running with Llama 2, Mistral, Gemma, and other large language models.
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stable-diffusion-webui
Discontinued Stable Diffusion web UI [Moved to: https://github.com/sd-webui/stable-diffusion-webui] (by hlky)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better cog alternative or higher similarity.
cog reviews and mentions
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.
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AI Grant Traction in OSS Startups
View on GitHub
- Insanely Fast Whisper: Transcribe 300 minutes of audio in less than 98 seconds
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Talk-Llama
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.
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Llama 2 – Meta AI
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
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Why companies move off Heroku (besides the cost)
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
Cog: Containers for Machine Learning\ (8 comments)
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Cog: Containers for Machine Learning
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.
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Show HN: Cog – Docker for Machine Learning
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.
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A note from our sponsor - WorkOS
workos.com | 16 Apr 2024
Stats
Basic cog repo stats
20
7,048
9.4
4 days ago
replicate/cog is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of cog is Python.
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