cortex
magma
| cortex | magma | |
|---|---|---|
| 33 | 8 | |
| 7,990 | 1,653 | |
| 0.1% | 0.5% | |
| 2.2 | 7.8 | |
| 11 months ago | 7 days ago | |
| Go | C++ | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
cortex
- Ask HN: Are there any reliable benchmarks for Machine Learning Model Serving?
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Local text generation (InferKit alternative)
I found GPT-2 with PyTorch, Cortex, and Transformers.
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Why ML should be written as pipelines from the get-go
Technologies: Flask/FastAPI, Kubernetes, Docker, Cortex, Seldon
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[P] I made tinymodels.io to deploy models quickly, feel free to use for your prototypes and web demos
oh I see - that's neat. I think cortex.dev had some support for that sort of thing. It is? was? a wrapper to manage an EKS cluster for you and it could do things like hot swap what's in ram, autoscale, or use spot instances to save costs.
- Containers as a service on AWS
- Containers as a Service on AWS
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How would you go about deploying transformer based model?
I use cortex.dev for deploying my models. I have successfully deployed finetuned T5s, which seems similar to your usecase.
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Microservice on ECS having burst load issue
Arghs, my bad, yeah, doesn't seem to be available yet. But maybe Cortex might help: https://github.com/cortexlabs/cortex
- Self-hosted AWS Lambda alternative
magma
- Scaling Rust Builds with Bazel
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Building Flexible, Low-Cost Wireless Access Networks with Magma
I recommend to have a quick look at https://github.com/magma/magma#readme first to get a quick overview of what Magma is, before going into the details.
- Is there any technical limitation preventing existing miners upgrading to 5G?
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Cisco virtualised packet core
There are also open source software stacks, such as Magma https://www.magmacore.org/
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AWS Private 5G- 5G As a Service
Are they using Magma[1]? I couldn't tell from their sparse FAQ[2]. The Magma community is strong and they're making great progress on the open standard.
1 Magma - Facebook built 5G hotspot platform: https://www.magmacore.org/
2 AWS FAQ - https://aws.amazon.com/private5g/faqs/
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CEO Mark Zuckerberg responds to the massive Facebook document dump
uhhhh I realize hating Facebook is cool, but Facebook is just a contributor to Magma which is open source platform with many partners: https://github.com/magma/magma
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Facebook open-sourcing a more precise time server
PTP is required in a number of 5G implementations. Facebook's 5G core (Magma - https://github.com/magma/magma) utilizes it quite a bit.
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Gopher Gold #20 - Wed Nov 18 2020
magma/magma (Go): Platform for building access networks and modular network services
What are some alternatives?
MLflow - Open source platform for the machine learning lifecycle
free5gc - Open source 5G core network base on 3GPP R15
golang-design-pattern - 设计模式 Golang实现－《研磨设计模式》读书笔记
Purpur - Purpur is a drop-in replacement for Paper servers designed for configurability, and new fun and exciting gameplay features.
oauth2 - Go OAuth2
Paper - The most widely used, high performance Minecraft server that aims to fix gameplay and mechanics inconsistencies
prysm - Go implementation of Ethereum proof of stake
CatServer - 高性能和高兼容性的1.12.2/1.16.5/1.18.2版本Forge+Bukkit+Spigot服务端 (A high performance and high compatibility 1.12.2/1.16.5/1.18.2 version Forge+Bukkit+Spigot server)
terraform-provider-azurerm - Terraform provider for Azure Resource Manager
open5gs - Open5GS is a C-language Open Source implementation for 5G Core and EPC, i.e. the core network of LTE/NR network (Release-17)
OpenFaaS - OpenFaaS - Serverless Functions Made Simple
AdGuardHome - Network-wide ads & trackers blocking DNS server