AI ML on firstfinger

Ansible vs Terraform

Tue, 02 Apr 2024 20:00:50 +0000

Imagine, As your business grows bigger, setting up and configuring things like servers, databases, and networks becomes a real pain if you do it by hand. Spinning up new servers one by one, copying and pasting commands, and keeping track of everything is super time-consuming and mistakes happen easily. Keeping all your servers configured the same way, installing updates, and deploying new code versions is a nightmare without help.

That’s where tools like Terraform and Ansible come to the rescue. Terraform is awesome at setting up your infrastructure like servers, networks, and databases. Instead of doing everything manually, you write code that describes what you want, and Terraform handles it for you. Need 10 new servers? Terraform gets it done with just a few commands.

Mistral 7B vs. Mixtral 8x7B

Tue, 26 Mar 2024 07:30:46 +0000

A French startup, Mistral AI has released two impressive large language models (LLMs) - Mistral 7B and Mixtral 8x7B. These models push the boundaries of performance and introduce a better architectural innovation aimed at optimizing inference speed and computational efficiency.

Mistral 7B: Small yet Mighty

Mistral 7B is a 7.3 billion parameter transformer model that punches above its weight class. Despite its relatively modest size,** it outperforms the 13 billion parameters Llama 2 model across all benchmarks.** It even surpasses the larger 34 billion parameter Llama 1 model on reasoning, mathematics, and code generation tasks.

How does the Groq's LPU work?

Tue, 05 Mar 2024 07:53:01 +0000

Artificial Intelligence is advancing at a blistering pace. One company delivering on that promise is Groq and their breakthrough Language Processing Unit (LPU). The LPU completely reimagines computing for machine learning, unlocking performance gains far beyond traditional GPUs.

The Language Processing Unit (LPU) is a custom inference engine developed by Groq, specifically optimized for large language models. As language models like Llama2, Phi 2, and Mistral etc… continue to rapidly grow in size, there is a need for specialized hardware that can provide fast and efficient inference. Groq’s LPU aims to fill this need and delivers major performance improvements over traditional GPU-based solutions.

Blockchain, Cryptocurrency and Web3 Explained for Kids

Sat, 30 Dec 2023 05:05:00 +0000

🗄️ What is Blockchain?

Let’s think of blockchain as a special diary that is copied among many different computers. This diary can be used to record transactions - like person A sending money to person B.

The exciting part is that once a transaction is written in the diary, it can never be erased! And for a new transaction to be added, all the computers have to agree that it is valid. This prevents anyone from cheating or changing the records.

How to Test the Accuracy, Risks, and Reliability of LLMs with Deepchecks?

Wed, 27 Dec 2023 12:01:28 +0000

As large language models (LLMs) grow more capable with billions of parameters, validating their responsible behaviour throughout training, testing and deployment lifecycles becomes too complex and essential. The accuracy of a language model refers to how well it’s able to generate relevant, factually correct, and coherent text.

While Pre-deployment testing tends to focus narrowly on metrics like perplexity that reward fluent text generation. However, fluency alone cannot guarantee LLMs behave responsibly when deployed.

Should You Use Open Source Large Language Models?

Sun, 10 Dec 2023 15:34:28 +0000

Large language models (LLMs) powered by artificial intelligence are gaining immense popularity, with over 325,000 models available on Hugging Face. As more models emerge, a key question is whether to use proprietary or open-source LLMs.

What are LLMs and How Do They Differ?

LLMs leverage deep learning and massive datasets to generate human-like text
Proprietary LLMs are owned and controlled by a company
Open-source LLMs are freely accessible for anyone to use and modify
Proprietary models currently tend to be much larger in terms of parameters
However, size isn’t everything - smaller open-source models are rapidly catching up
Community contributions empower the evolution of open-source LLMs

How Do (LLM) Large Language Models Work? Explained

A large language model (LLM) is an AI system trained on extensive text data, designed to produce human-like and intelligent responses.

What is FIDO? — The Future of Secure and Passwordless Authentication

Fri, 01 Dec 2023 17:58:53 +0000

You know what I hate, I mean hate? Passwords. There are just too many of them, and they’re so hard to keep up with. I find myself losing them all the time. I bet you feel the same way. Well, what if I told you there’s a way to ditch these passwords without compromising security? There’s a way that not only eliminates the hassle but also enhances the usability of the system while making it more secure. Achieving both of these at the same time is quite a feat.

DevOps vs SRE vs Platform Engineering

Sun, 26 Nov 2023 06:30:56 +0000

Originally, DevOps, SRE, and Platform Engineering were just new ways of thinking - cultures and philosophies. But over time, they’ve turned into real roles at companies with specific focuses and responsibilities. This profile of job titles can create confusion - What exactly do these roles for? How do they interact and differ?

Of course, all these new job titles can get confusing. DevOps engineer, SRE, and platform engineer - they sound pretty similar, right? But while they’re related in some ways, the work these roles do is also very different.

DevOps vs SRE vs Platform Engineering - Explained

Mon, 20 Nov 2023 05:52:15 +0000

How Do (LLM) Large Language Models Work? Explained

Tue, 31 Oct 2023 17:48:51 +0000

As compared to last year, artificial intelligence (AI) has seen a significant breakthrough in developing large language models (LLMs). These models are based on deep learning algorithms and are capable of understanding, generating, and predicting new content.

What is a Large Language Model (LLM)?

In simple terms, A large language model is a type of artificial intelligence algorithm** that is trained on a massive amount of data to predict upcoming words and sentences based on the context of previous text.** These models are based on deep learning techniques, which allow them to learn from vast amounts of data and improve their performance over time.

What is Vector Database and How does it work?

Thu, 08 Jun 2023 18:03:47 +0000

Recently, Vector databases have gained significant attention, with companies raising hundreds of millions of dollars to build them. Many consider them a revolutionary database for the AI era. However, while they are fascinating and offer numerous applications, they may not always be the optimal solution for every project. In some cases, a traditional database or even a numpy ND array could suffice.

Overview of Vector Databases

Nonetheless, there’s no denying that Vector databases are highly intriguing and offer numerous compelling applications, especially when it comes to providing extensive memory to large language models like GPT-4.

What is LangChain Framework? + Example

Wed, 24 May 2023 17:03:28 +0000

The world of LangChain, an innovative framework that enables the building of large language model applications. We will explore the core concepts of LangChain and explain how you can use this framework to create your own language models. So, let’s first understand LLM & NLP!

🐦 🔗 What is LangChain?

Language models have become increasingly popular in recent years due to the growing demand for natural language processing (NLP) applications. However, building a language model from scratch can be a daunting task, requiring significant resources and time. This is where LangChain comes in – a novel framework that simplifies the process of building large language models. LangChain enables developers to create custom models with a high level of accuracy and efficiency, allowing for the development of cutting-edge NLP applications.

Top 3 Ways to Use ChatGPT 4 for Free

Sat, 20 May 2023 19:05:49 +0000

Have you heard about ChatGPT 4? It’s the latest iteration of OpenAI’s powerful language model, designed to assist users with a wide range of tasks. Whether you’re a writer, student, developer, or simply someone interested in exploring the capabilities of AI, ChatGPT 4 can be a valuable resource.

ChatGPT 4 is a large language model chatbot developed by OpenAI. It is a powerful tool that can be used for a variety of tasks.

How to Use ChatGPT AI in Linux CLI Terminal

Thu, 04 May 2023 17:58:53 +0000

Do you find it tiring to switch back and forth between different applications just to generate text? Are you looking for a way to utilize AI to generate text or command right within your Linux command-line interface (CLI) terminal? If so, then this article might just be the solution you’re looking for. ChatGPT can be used directly within the Linux CLI terminal. Let’s begin.

What is & Why ChatGPT?

ChatGPT is an AI language model developed by OpenAI that can generate human-like text. It is based on the GPT-3.5/4 architecture and has been trained on a vast corpus of text, making it capable of generating high-quality text across a wide range of topics.

Google's Bard vs Microsoft's Bing Against Each Other - Who Won!

Thu, 23 Mar 2023 14:47:51 +0000

Bard vs Bing - The Race of AI

I signed up for the Bard waitlist within minutes of it opening. I wanted to conduct experiments comparing Bard with Bing, the latter of which is powered by GPT-4. I’ve completed over 100 experiments and will share some of the most interesting results with you today.

There are some surprising contrasts between the two, highlighting some real strengths and weaknesses of Bard that you might not have expected. However, let me start off somewhat controversially by stating a clear similarity: they are both pretty bad at search.

What is the Maximum Input Character Limit of ChatGPT ?

Wed, 22 Mar 2023 07:46:23 +0000

As a language model, ChatGPT has been designed to process and generate text based on the input given to it. However, there are limits to the amount of text that can be inputted into ChatGPT, and understanding these limits is crucial in using the tool effectively. Let’s find out what is the ChatGPT character limit and how it affects the use of the language model.

What is ChatGPT?

Photo by Andrew Neel / Unsplash

How to Implement D-Wave Qbsolv in Python?

Thu, 09 Mar 2023 18:45:02 +0000

If you are interested in solving optimization problems on quantum computers, then D-Wave’s Qbsolv is a tool that you should consider. Qbsolv is an optimization solver designed for hybrid classical-quantum systems, which means that it can be used with both classical and quantum computers. Here, we will discuss how to implement Qbsolv in Python?

What is Qbsolv?

Qbsolv** is a software package that solves quadratic unconstrained binary optimization (QUBO) problems.** QUBO problems are optimization problems in which the variables are binary (i.e., can take on only two values: 0 or 1), and the objective function is quadratic.

Animate with Code: Unleash Your Creativity with Motion Canvas

Sat, 11 Feb 2023 08:39:22 +0000

Motion Canvas*** is an open-source project*** for animating with code. It offers a new approach to animation that provides more control, flexibility, and creativity. In this article, we will take a closer look at how Motion Canvas works, why it is useful, and how it can be used for various purposes.

Why animate with code?

An animation is a powerful tool for visualizing various ideas, making topics easier to understand, and telling stories. In traditional animation, objects are animated in a declarative way, meaning that keyframes are used to specify the position of an object at a specific time. This is the approach used in popular software such as After Effects, Blender, and Unity.

How to Write Effective ChatGPT Prompts?

Mon, 30 Jan 2023 21:30:44 +0000

As a human, you want to make sure that your prompts are effective in generating engaging and informative responses from ChatGPT. Writing an effective prompt can be a challenging task, but with the right approach, it can be achieved. In this guide, we will provide you with tips and guidelines on how to write effective ChatGPT prompts that can help you get the best responses from the AI model.

What is ChatGPT?

ChatGPT

ChatGPT Pro: A Closer Look at the Features and Pricing

Sat, 28 Jan 2023 02:50:55 +0000

OpenAI, the artificial intelligence research lab, is **reportedly testing a paid version of its chatbot, **ChatGPT, which would cost $42 per month. The company has not officially confirmed the test, and has said that the program is “subject to change” and “not making paid pro access generally available at this time.” However, early access users have reported that the paid version of ChatGPT offers faster response times, more reliable access, and “priority access to new features.”

Why ChatGPT Can't Replace Programmers and Engineers?

Fri, 27 Jan 2023 03:38:13 +0000

As the field of artificial intelligence (AI) continues to evolve, **many people are asking whether AI will eventually replace programmers and software engineers. **In this article, we’ll take a closer look at the current capabilities of AI and its potential impact on the job market for programmers and software engineers.

First, it’s important to understand that AI is not a single technology, but rather a collection of technologies that can be used to automate various tasks. One of the most popular **AI technologies is natural language processing (NLP), which is used to understand and generate human language. **One example of an NLP-based AI tool is ChatGPT, which can assist programmers and software engineers by generating code snippets or providing suggestions for code optimization.

Unlock the Power: 20 Amazing Things You Can Do With ChatGPT

Fri, 27 Jan 2023 03:05:35 +0000

ChatGPT, also known as the Generative Pre-trained Transformer, is a powerful language model developed by OpenAI. It has the ability to generate human-like text based on a given prompt, making it a valuable tool for a variety of tasks such as language translation, text summarization, and content creation.

ChatGPT: Optimizing Language Models for Dialogue

We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests. ChatGPT is a sibling model to InstructGPT, which is train…

How to Set Up and Use the ChatGPT Language Model

Wed, 25 Jan 2023 02:39:38 +0000

1. Introduction to ChatGPT

Photo by Levart_Photographer / Unsplash

ChatGPT is a powerful language model developed by OpenAI that can be used for a wide range of natural language processing tasks, including text generation, language translation, and conversation. In this guide, we will cover everything you need to know to get started with ChatGPT and unlock its full potential for your chatbot and AI projects.