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llama fine tune
Insight
Apr 25, 2025
5 min read

NVIDIA NIM Explained: The Fastest Way to Deploy AI Models in Production

ach NIM package includes pre-tuned models, APIs, and all runtime dependencies—optimized to serve models like DeepSeek, LLaMA, Mistral, and SDXL at blazing-fast token throughput, ready to plug into your app via REST or gRPC. Now with NIM on the GreenNode AI Platform, deploying AI inference is finally what it should’ve been all along: instant, scalable, and painless.
ai-mastery-a-comprehensive-look-at-nvidia-h100-vs-amd-instinct-mi250x
Insight
Jan 29, 2025
1 min read

AI Mastery: A Comprehensive Look at NVIDIA H100 vs. AMD Instinct MI250X

In the dynamic realm of artificial intelligence (AI), NVIDIA and AMD take the lead, challenging the limits of computational capability. Both corporations have introduced formidable AI chips, yet the comparison between MI250X vs H100 prompts the question of superiority. This article will analyze performance metrics, statistics, and features of both chips to ascertain the ultimate champion in the realm of AI processing.
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.
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Insight
Aug 27, 2024
1 min read

The Journey of Building a Large Language Model: Lessons from the Frontier

Building an LLM from scratch is not just about coding and data—it’s about navigating uncharted waters with limited resources and an unforgiving clock ticking in the background.
RAG embedding ảnh
Insight
May 31, 2024
10 min read

Fine-tuning RAG Performance with Advanced Document Retrieval System

GreenNode's RAG achieves breakthrough performance thanks to its advanced document retrieval system, which helps leverage vast amounts of information. Explore the importance of the document retrieval system in enhancing the efficiency of RAG in LLM model.
greennode blog ai agent 4 cover
Insight
Mar 27, 2024
8 min read

Mastering Prompt Engineering: An Introduction, Techniques and Future Perspective

Prompt engineering emerges as a captivating frontier in the realm of AI, swiftly gaining momentum as society embraces the potential of LLMs. Over the past few years, research in prompt engineering has surged exponentially, particularly with the widespread adoption of consumer applications like ChatGPT, which have captivated the online landscape.
greennode blog ai agent 3 cover
Insight
Mar 27, 2024
1 min read

AI Agents: The Next Era of Artificial Intelligence

Welcome to the present moment where the forefront of artificial intelligence showcases the visage of AI agents, specifically empowered by GPT-4 bots. These agents exhibit proficiency in executing tasks by meticulously analyzing, searching for information, and assimilating data from the web.
greennode blog ai agent 2 cover
Insight
Mar 27, 2024
1 min read

Beyond ChatGPT: The Rise of AI Agents

In the era of profound progress in deep learning, natural language processing (NLP), and artificial intelligence (AI), we find ourselves on the cusp of a momentous shift. AI agents, surpassing the realms of chatbots and voice assistants, are poised to constitute a substantial segment of the worldwide workforce.