Creating Your Own LLM Tuning Platform with Open Source Technologies
Explore open-source LLM tuning techniques using FMS HF Tuning. Learn architectural integration, various tuning methods, and deployment on Open Data Hub for enhanced AI solutions.
A Guide to Responsible Data Collection in Open Source
Explore best practices for ethical and effective usage data collection in open source projects, covering community, security, privacy, compliance, and governance aspects.
Exploring the English Divide: A Look at Open Source Inclusion
Explore the impact of English proficiency on open source participation, examining biases and strategies for fostering inclusivity in tech communities.
Overcoming Challenges in Open Source Community Management
Explore strategies for effective open-source community management, covering engagement, communication, conflict resolution, decision-making, and sustainability. Gain insights from real-world experiences in the Apicurio project.
ORAS: Powering the Next Generation of Cloud Native
Explore OCI artifacts and ORAS utilities for cloud-native development. Learn fundamentals, use cases, and adoption in open-source projects, including security and AI/ML domains.
Why Open Source and Web3 Need to Find Back Together
Explore the evolving relationship between Open Source and Web3, examining their shared goals of decentralization and user empowerment in the face of corporate interests and centralization trends.
State of the Go Nation
Explore Go's evolution, current state, and future prospects. Gain insights into recent advancements, ongoing projects, and the language's positioning for emerging tech trends.
Key Takeaways from 5 Years of Developing and Maintaining Open Source Projects for iOS Device Automation
Explore reverse engineering, open-source development, and iOS automation using Go. Learn about community building, motivation, and overcoming technical challenges in long-term projects.
The Open Source Symbiosis
Explore the mutualistic relationship between open source contributors and users, driving innovation and high-quality software development through interdependence and collaboration.
Bootstrappable Freedesktop SDK - Building from Scratch
Explore recent efforts to make Freedesktop SDK bootstrappable, enabling independent build processes and enhancing code auditability for Flatpak apps and GNOME OS.
Juju Charmed Operator Debugging with Jhack
Explore jhack CLI devtool for Juju charms, learning its popular commands and advanced debugging techniques for operator framework charms.
Kubeflow vs MLFlow: Choosing the Right MLOps Platform
Explore production-grade MLOps with Kubeflow and MLFlow. Compare features, benefits, and use cases to choose the right open-source tool for your machine learning operations.
Kubeflow vs MLFlow: Comparing Open-Source MLOps Platforms
Compare Kubeflow and MLFlow for MLOps, exploring their similarities, differences, and selection criteria. Gain insights into open-source machine learning operations and Canonical's solutions.
Open Source MLOps on AWS
Explore open source MLOps on AWS using Charmed Kubeflow. Learn about AI/ML challenges, industry benefits, and setting up efficient MLOps environments for quick experimentation and iteration.
Introduction to MLFlow: Managing Machine Learning Workflows
Explore MLFlow's role in managing machine learning workflows, its key components, and how it fits into the MLOps ecosystem. Learn about Charmed MLFlow and its applications.
AI on the Edge - Challenges, Benefits, and Implementation Strategies
Explore AI at the edge: challenges, security, scaling, benefits, use cases, and open source solutions. Learn to build effective edge AI architectures for IoT applications.
Kubeflow vs MLflow - Choosing the Right Tool for Machine Learning Operations
Explore production-grade MLOps, comparing Kubeflow and MLflow for open-source, community-driven machine learning tooling. Gain insights on pros and cons to make informed decisions.
AI on Private Cloud in the Hyperscalers Era - Episode 5
Explore the relevance of private cloud for AI projects, covering key considerations, performance acceleration, and Kubernetes on OpenStack guidance.
Simplify Add-On Management in Kubernetes with Sveltos
Explore Sveltos, a Kubernetes add-on controller simplifying deployment and management across clusters. Learn from project maintainer Gianluca Mardente about its journey and benefits.
The Magic of Merlin - Shopify's New Machine Learning Platform
Explore Shopify's Merlin ML platform, its open-source stack, architecture, and how it scales ML work using Ray.
Enterprise Vector-based Information Retrieval and Prompt Engineering at Scale Using Open Source on AWS
Build enterprise-scale vector-based information retrieval systems using open source technologies on AWS, addressing challenges in Retrieval Augmented Generation for accurate, hallucination-free results.