Architecture Load Balancer Open Source 
TechCrunch
DECEMBER 13, 2022
An open source package that grew into a distributed platform, Ngrok aims to collapse various networking technologies into a unified layer, letting developers deliver apps the same way regardless of whether they’re deployed to the public cloud, serverless platforms, their own data center or internet of things devices.
AWS Machine Learning - AI
NOVEMBER 7, 2024
Load balancer – Another option is to use a load balancer that exposes an HTTPS endpoint and routes the request to the orchestrator. You can use AWS services such as Application Load Balancer to implement this approach. As a result, building such a solution is often a significant undertaking for IT teams.
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AWS Machine Learning - AI
MARCH 13, 2025
When customers receive incoming calls at their call centers, MaestroQA employs its proprietary transcription technology, built by enhancing open source transcription models, to transcribe the conversations. MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS).
AWS Machine Learning - AI
MARCH 13, 2025
Model Variants The current DeepSeek model collection consists of the following models: DeepSeek-V3 An LLM that uses a Mixture-of-Experts (MoE) architecture. These models retain their existing architecture while gaining additional reasoning capabilities through a distillation process. deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
AWS Machine Learning - AI
APRIL 16, 2025
A solution for this is provided by an open source software tool called LoRAX that provides weight-swapping mechanisms for inference toward serving multiple variants of a base FM. The following diagram is the solution architecture. For larger models and more adapters, you might need to increase this value accordingly.
AWS Machine Learning - AI
APRIL 29, 2025
In this post, we explore how AWS services can be seamlessly integrated with open source tools to help establish a robust red teaming mechanism within your organization. LangFuse , an open source tool, plays a key role in providing transparency by keeping an audit trail of model decisions.
The Citus Data
MARCH 26, 2022
beta, which is our first ever beta release of the Citus open source extension to Postgres. How to load balance queries across the worker nodes. beta , which should be useful if you want to dive deeper into our open source GitHub repo and see the issues we’ve addressed in this release. to the world.
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