A comprehensive guide to mastering Tunix, a JAX-native library for LLM post-training.
Tag: LLM
Articles tagged with LLM. Showing 57 articles.
Guides & Articles
Comprehensive guide on best practices for building and optimizing RAG systems using LLMs.
Chapters
Comprehensive comparison of Akka Agentic AI and LangChain - features, performance, pros & cons, and when to use each for LLM orchestration …
Comprehensive comparison of 10 leading open-source AI tools for solo developers - features, performance, pros & cons, and when to use each …
Comprehensive comparison of LlamaIndex and LangChain - features, performance, pros & cons, and when to use each.
Learn how to use Tunix, a JAX-native library for LLM post-training and specialization.
Learn how to perform Supervised Fine-Tuning (SFT) with Tunix, a powerful tool for aligning LLMs.
Learn how Tunix, built on JAX and Flax NNX, handles model architectures and state management for effective post-training.
Learn how to implement basic RLHF workflows with Tunix for creating helpful and aligned Language Models.
Learn how to scale large language models using Tunix and JAX for distributed training.
Learn how to optimize and profile your Tunix-powered LLM post-training for better performance.
Learn how to customize Tunix with custom loss functions, optimizers, and callbacks for advanced LLM post-training.