LLM Proxy & LLM gateway: All You Need to Know
Since OpenAI first introduced ChatGPT, the landscape of AI models has evolved significantly. While OpenAI now offers multiple versions of...
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Gad Benram
Jun 104 min read
Modal: A Powerful Alternative to AWS Lambda for AI Workloads
As the CTO of TensorOps, and previously as a consultant for one of the largest cloud MSPs, I've had the privilege of working with various...
Gad Benram
Jun 84 min read
Vertex AI Workbench vs Colab Enterprise: Which Notebook Solution is Right for You?
When it comes to data science and machine learning, notebooks (based on Jupyter) are often the main tool for research and exploration as...
Gad Benram
May 262 min read
Reflections from the RAG Funeral: A Melting Pot of Minds and Misconceptions
On a sad February day, I attended the professional event known as the “RAG Funeral,” which, contrary to its name, was a lively and...
Diogo Azevedo
May 208 min read
No Clouds Allowed: Building an All Open Source Local RAG System
In today’s AI landscape, companies like Microsoft and Google offer sophisticated Retriever-Augmented Generation (RAG) solutions through...
Miguel Carreira Neves
May 96 min read
Prompt Eng vs RAG vs Fine-Tuning - What do you need?
Do you know which method to focus on to improve your LLM App? What are the pros and cons? Here we give advice based on our past experience.
Gad Benram
Apr 77 min read
Cost of AI - What Would an Organization Pay in 2024?
Generative AI has been at the forefront of the automation revolution, particularly since the emergence of ChatGPT. The emergence of...
Clara Gadelho
Mar 2611 min read
RAG vs Large Context Models: How Gemini 1.5 changes the world
Should you use GPT4 or other models with RAG or just send everything in the context to Gemini 1.5?
Gad Benram
Mar 205 min read
MDClone Revolutionizes Clinical Data Analysis with AI
MDClone: Setting New Standards for clinical analysis with ADAM MDClone is a successful startup that provides the ADAMS Platform, an...
Gad Benram
Feb 1010 min read
Understanding the cost of Large Language Models (LLMs)
What stands behind the cost of LLMs? Do you need to pay for training an LLM and how much does it cost to host one on AWS? Read about it here
Gad Benram
Feb 46 min read
LLM-FinOps: The Key to Cost-Effective Gen AI Applications
Discover LLM-FinOps: The art of balancing cost, performance, and scalability in AI, where strategic cost monitoring meets innovative perform
Miguel Carreira Neves
Jan 298 min read
LLM Mixture of Experts Explained
Explaining Mixture of Experts (MoE): GPT4 is just 8 smaller Expert models; Mixtral is just 8 Mistral models. Advantages and disadvantages.
Miguel Carreira Neves
Dec 8, 202313 min read
Advanced Prompt Engineering - Practical Examples
This blog post will cover more complex state-of-the-art methods in prompt engineering including Chains, Agents, and more.
Bruno Alho
Nov 4, 20237 min read
ML Model Deployment Strategies
As a data scientist, you may occasionally train a machine learning model to be part of a production system. Once you have completed the...
TensorOps
Nov 3, 20232 min read
What is LLMstudio?
In the rapidly advancing world of artificial intelligence, prompt engineering has emerged as a crucial skill. Crafting the perfect prompt...
Miguel Carreira Neves
Sep 19, 202311 min read
What are Quantized LLMs?
Quantization is a technique used to compact LLMs. What methods exist and how to quickly start using them?
TensorOps
Sep 16, 20233 min read
Companies in Portugal Signal the End of Remote Working?
LISBON, PORTUGAL - A significant shift in Portugal's work culture is underway as several companies opt to end their "remote working"...
Leonor Pires
Aug 10, 20239 min read
Data Labelling with OpenAI: GPT 3.5 vs GPT 4.0
The quest for optimising search relevance often grapples with the challenge of missing labels. These labels underpin the foundation of...
Gabriel Gonçalves
Aug 7, 20236 min read
Design Patterns in Prompt Engineering: A Practical Approach
Co-written with Gad Benram The sophistication of large language models, like Google's PaLM-2, has redefined the landscape of natural...
Gad Benram
Aug 7, 20236 min read
Top tools for Prompt Engineering?
LLMstudio, Prompt Flow, and Langsmith emerge as tools in the toolkit of the prompt engineer. We evaluate their capabilities and limitations
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