May 16, 2023

Elixir and Open-Source Alternatives to Proprietary LLMs like ChatGPT

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Elixir and Open-Source Alternatives to Proprietary LLMs like ChatGPT

Source: dockyard.com

The recent blog post by Sean Moriarity highlights the surge of interest in large language models (LLMs), such as OpenAI's ChatGPT. It notes that, while proprietary models like ChatGPT have exhibited impressive capabilities, the open-source community is making strides to catch up. Using Elixir tools like Nx and Bumblebee, developers can now leverage open-source LLMs for their applications. The post points out several advantages of using open-source models: data privacy (keeping sensitive material within one's own systems), reducing latency (avoiding network calls to external APIs), enhancing task-specific performance (through fine-tuned models), and cutting down costs as opposed to using expensive proprietary alternatives. It then explores several open-source alternatives to ChatGPT that can be harnessed using Elixir, such as Google's Flan-T5, Facebook's Llama, and OpenAssistant's Pythia, describing how to integrate them using Bumblebee. In conclusion, Moriarity predicts that as open-source LLMs continue to evolve and reach parity with proprietary options, there will be a shift towards these more open and flexible solutions, especially within the Elixir community.

Setting Up a Phoenix Project with Gitpod for Remote Development

Richard Taylor shares his experience setting up a remote development environment for Phoenix using Gitpod. He provides a sample repository and explains the setup process, highlighting the ease of use and the benefits it offers to new developers and teams.

Sep 16, 2022

Using Tailscale for Global Elixir Cluster Distribution

Richard Taylor discusses his experience with deploying an Elixir Phoenix application to different clouds and the need for clustering. He explores the use of Tailscale, a VPN service, to connect Elixir nodes across multiple clouds and devices globally, and introduces a strategy called libcluster_tailscale for automatic discovery and connection of nodes through the Tailscale API.

Mar 06, 2023

Deploying Phoenix Apps across Multiple Clouds Using MRSK

Richard Taylor discusses the use of MRSK, an open source deployment tool, to deploy Phoenix applications to multiple clouds. He explains how to use MRSK to deploy a Phoenix application to a single host, as well as how to deploy the application to multiple hosts in different clouds, securely accessing the database over Tailscale.

Mar 24, 2023