Knowledge Hub

Your central resource for JAX/FLAX knowledge, from beginner tutorials to advanced optimization techniques.

Understand the strategic purpose of each stage, from defining a goal to deploying a complete agent.

The "Why" Behind the Forge Pipeline

Understand the strategic purpose of each stage, from defining a goal to deploying a complete agent.

Learn how to use the core features of the JAXforge application, from code generation to configuration management.

App Walkthrough

Learn how to use the core features of the JAXforge application, from code generation to configuration management.

A foundational guide to AI agents, their core components, and the main types you can build.

What is an AI Agent?

A foundational guide to AI agents, their core components, and the main types you can build.

The philosophical foundation of the JAXforge, explaining our approach to building intelligent systems.

The Unifying Principle: Core Pillars

The philosophical foundation of the JAXforge, explaining our approach to building intelligent systems.

Understand the key ideas behind JAX/FLAX and the Transformer architecture.

JAX and Transformer LLM: Core Concepts

Understand the key ideas behind JAX/FLAX and the Transformer architecture.

A Rosetta Stone that translates our pipeline language into standard machine learning and DevOps terminology.

The Compendium: Standard ML Concepts

A Rosetta Stone that translates our pipeline language into standard machine learning and DevOps terminology.

Discover why JAX is the go-to library for high-performance ML, from JIT compilation to massive-scale parallelism.

JAX for Performance & Scale

Discover why JAX is the go-to library for high-performance ML, from JIT compilation to massive-scale parallelism.

Go beyond high-level libraries. Learn the Transformer's internal mechanics by building it from scratch.

Deep Architectural Understanding

Go beyond high-level libraries. Learn the Transformer's internal mechanics by building it from scratch.

Gain the control to innovate by swapping components and fine-tuning your architecture for specific hardware.

Customization and Innovation

Gain the control to innovate by swapping components and fine-tuning your architecture for specific hardware.

Bridge the gap between building a model and using it in a real-world application with our inference API hosting.

From Concept to API: Deploying Your JAX Model

Bridge the gap between building a model and using it in a real-world application with our inference API hosting.

Learn how to contribute to the community and earn revenue by sharing your optimized JAX code templates.

The Template Marketplace: Monetize Your Expertise

Learn how to contribute to the community and earn revenue by sharing your optimized JAX code templates.

A practical, step-by-step example of using JAXforge to build and fine-tune a model for a specialized problem.

Case Study: Optimizing a Transformer for a Niche Task

A practical, step-by-step example of using JAXforge to build and fine-tune a model for a specialized problem.