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llama fine tune (1)
Tutorial
Dec 26, 2024
10 min read

From Zero to Hero: A Step-by-Step Guide to LLaMA 3 Fine-Tuning on GreenNode

Prompting is often the first step in leveraging a pre-trained model, with techniques like prompt engineering helping maximize its potential. However, these techniques have limitations, and there comes a point where fine-tuning becomes essential to achieve more targeted results.
Songgen
Case study
Dec 12, 2024
1 min read

Revolutionizing Music Creation with AI application: A Practical Use Case from SongGen.AI

For those working on AI-driven projects, whether you're building generative models or tackling complex machine learning challenges, GreenNode AI Platform offers more than just infrastructure.
RAG embedding ảnh
Tutorial
Nov 07, 2024
5 min read

Harnessing Distributed Training for LLMs: Single-Node and Multi-Node Configurations with UCX on InfiniBand

This blog provides a proof of concept (PoC) for building and training Large Language Models (LLMs) using open-source tools
RAG embedding ảnh
Insight
Oct 17, 2024
4 min read

Comprehensive Guide to Decode Embedding Models: The Key to Powerful RAG Systems

Embedding models serve as a pivotal component in modern Retrieval-Augmented Generation (RAG) systems, bridging the gap between raw data and meaningful insights
RAG embedding ảnh
Insight
Oct 03, 2024
5 min read

Demystifying AI Training with MultiNode, Pros And Cons for Running Large Parameter LLM

In this article, GreenNode will share our experience with multinode setups—specifically using NVIDIA’s H100 GPUs and InfiniBand technology—to address specific use cases for our clients.
Cover release Oct 2024
Product update
Aug 12, 2024
5 min read

Mastering Model Training: Best Practices for Success on GreenNode's AI Platform

GreenNode's AI Platform is designed to simplify your AI development journey. Our platform provides powerful tools and resources to help you manage and analyze large amounts of data efficiently.
STT Blog Cover
Company news
Jul 05, 2024
8 min read

GreenNode & NVIDIA Unveil Thailand's First Hyper-scale AI GPU Cluster at STT Data Center

In June 2024, GreenNode became the first unit in SEA to successfully launch the GPU cluster specializing in HPC applications, AI training, and integration.
slurm-cluster-for-ai-training-and-inference
Tutorial
Jul 02, 2024
6 min read

Set up SLURM Cluster for AI Training and Inference

Then what is SLURM for AI and how this high-scalable workload manager works on Linux clusters? In this blog, we’ll guide you through SLURM concept and how to set up a SLURM cluster tailored for AI projects.
Blog 2 (1)
Company news
Jun 07, 2024
4 min read

GreenNode Supercharges AI Innovation in Asia with NVIDIA Empowerment

In May 2024, GreenNode established itself as a NVIDIA Preferred Partner in providing, deploying, and leveraging the power of NVIDIA H100 Tensor Core GPUs in the Asian market. With thousands of GPUs installed across data centers in the region, this partnership lays a solid foundation for the advancement of AI in APAC.