Mistral NeMo: A Powerful 12B LLM Pushing the Boundaries of Efficiency

Mistral NeMo: our new best small model. A state-of-the-art 12B model with 128k context length, built in collaboration with NVIDIA, and released under the Apache 2.0 license. Today, we are excited to release Mistral NeMo, a 12B model built in collaboration with NVIDIA. Mistral NeMo offers a large context window of up to 128k tokens. Its reasoning, world knowledge, and coding accuracy are state-of-the-art in its size category. As it relies on standard architecture, Mistral NeMo is easy to use and a drop-in replacement in any system using Mistral 7B.

Distributed Deep Learning with exo

Tired of expensive NVIDIA GPUs hindering your deep learning projects? exo is a revolutionary new software that unlocks the hidden potential of your existing devices! exo transforms your iPhone, iPad, Android phone, Mac, Linux machine, or practically any device into a single, powerful GPU. exo is an experimental, open-source software program that facilitates distributed deep learning. In simpler terms, it allows you to leverage the combined processing power of multiple devices to run complex machine learning models that wouldn't be possible on a single device due to memory or processing limitations.

Utilizing internlm2_5-7b-chat with llama.cpp

The rapid advancement of Large Language Models (LLMs) has revolutionized the field of natural language processing, enabling applications such as conversational AI, text generation, and language translation. One of the most popular open-source frameworks for LLM inference is llama.cpp, which provides a highly efficient and flexible way to deploy LLMs across various hardware platforms, both locally and in the cloud. In this blog post, we will explore the internlm2_5-7b-chat model in GGUF format, which can be utilized by llama.cpp, and provide a step-by-step guide on how to install, download, and deploy this model for inference and service deployment.

Mixture of Agents MoA

Mixture of Agents (MoA) is a novel approach that leverages the collective strengths of multiple LLMs to enhance performance, achieving state-of-the-art results. By employing a layered architecture where each layer comprises several LLM agents, MoA significantly outperforms GPT-4 Omni’s 57.5% on AlpacaEval 2.0 with a score of 65.1%, using only open-source models!

A Comprehensive Guide to run Open Source LLMs on Mobile Phone Devices

The world of technology is constantly evolving, and the ability to harness the power of Large Language Models (LLMs) is now a key driver of innovation. As the demand for efficient and accessible AI solutions grows, running LLMs on Android devices becomes an exciting prospect for developers and enthusiasts alike. This comprehensive guide delves into the world of running LLMs on Android, providing a detailed roadmap to unlock the full potential of these advanced models on your mobile device.

Learn how Hack The Box Academy's comprehensive cybersecurity learning platform

Learn how Hack The Box Academy's comprehensive cybersecurity learning platform can help developers prioritize code security and vulnerability checks in web and mobile application development.

Dive Deep with APKDeepLens and detect all threats from your device.

In today's mobile-driven world, the security of Android applications is paramount. Breaches can expose sensitive user data and wreak havoc on devices. This is where APKDeepLens, a powerful Python-based tool, comes in. What is APKDeepLens? APKDeepLens is a game-changer for developers, penetration testers, and security researchers. It empowers them to scan Android application packages (APKs) and identify potential security vulnerabilitie

Unleash the Power of Edge AI with RK1 Compute Module

The Turing RK1 Compute Module is a cutting-edge solution designed to harness the capabilities of the robust Rockchip RK3588 SoC. Tailored for developers and innovators venturing into Edge Computing, AI, IoT, robotics, multimedia, and more, this module offers unparalleled performance and versatility. Compatible with NVIDIA Jetson pin layout, it facilitates seamless integration into existing projects or the creation of new, powerful systems.

Protect your Web Apps with TELER : HTTP Intrusion Detection as WAF with Fail2ban

Learn how to integrate Teler, a free and open-source real-time HTTP intrusion detection program, with Fail2ban to enhance your web application's security. Get a step-by-step tutorial on setting up Teler as a WAF with Fail2ban.

Breaking Down the Silos: Collaborative Coding with GPT Pilot

The world of app development is on the cusp of a paradigm shift. GPT Pilot, a revolutionary tool powered by large language models (LLMs), is changing how developers approach building applications. It doesn't replace developers, but rather acts as a powerful co-pilot, streamlining the process and boosting productivity.

Unveiling Devin's Strengths

Introducing Devin, a groundbreaking development in the realm of AI - the world's first fully autonomous software engineer. Devin isn't just another coding assistant; it's a tireless collaborator, adept at working alongside you or tackling tasks independently for your review. Imagine engineers tackling more stimulating challenges and teams pursuing bolder goals - that's the future Devin empowers.

Unleash the Power of Your Computer: A Guide to Open Interpreter

In today's data-driven world, harnessing the power of your computer to automate tasks and analyze information is crucial. Open Interpreter emerges as a revolutionary tool, bridging the gap between natural language and your computer's capabilities. This article delves into Open Interpreter, equipping you with the knowledge to unlock its full potential.

Synthetic Data is The Future of AI Training

Synthetic data is artificially generated information that statistically resembles real-world data. It's created using various techniques, including machine learning algorithms and computer simulations, to mimic the structure, relationships, and distribution of real data.

The Road to AGI can be shorter then 7 Months?

The world of artificial intelligence (AI) is abuzz with speculation about the impending arrival of artificial general intelligence (AGI). Recent headlines boast claims of achieving AGI within just seven months, fueled by the emergence of language models like Gemini, Sora, Optimus, and Moe. While these advancements are undoubtedly impressive, it's crucial to approach such claims with a critical eye. This blog post will delve into the recent developments surrounding these language models and explore the feasibility of achieving AGI within such a short timeframe.

2023: A Year of Breakthroughs of Ai TechStuff

2023 was a pivotal year for artificial intelligence, particularly in the realm of large language models (LLMs) and generative AI. These powerful tools, capable of processing and generating human-like text, code, and even images, captured the public imagination and ushered in a new era of creative and practical possibilities. As we enter 2024, let's take a moment to reflect on the groundbreaking advancements of the past year and explore the exciting developments on the horizon.

Orchestrating Collaborative Success with CrewAi

CrewAI: Unleashing the Power of Collaborative Intelligence with Role-Playing AI Agents In the realm of artificial intelligence, advancements are constantly pushing the boundaries of what's possible. Among these remarkable achievements is CrewAI, a cutting-edge framework that empowers role-playing, autonomous AI agents to work seamlessly together, tackling complex tasks with unmatched efficiency. Harnessing the Collaborative Advantage CrewAI's core strength lies in its ability to foster collaborative intelligence among agents. By assigning specific roles and facilitating communication, coordination, and task delegation, CrewAI enables agents to leverage their unique strengths and expertise, leading to remarkable results.

A virtual assistant that learns whatever digital errands you teach it.

In the ever-evolving realm of smart home devices, the Rabbit R1 AI assistant stands out as a charming and versatile companion that seamlessly integrates into your digital life. With its sleek design, intuitive features, and powerful AI capabilities, the Rabbit R1 promises to revolutionize the way you interact with technology.

Unveiling Mobile Aloha's Captivating Features

Google has once again made waves in the field of robotics with the introduction of Mobile Aloha, a versatile and groundbreaking robotic platform. This advanced machine boasts a remarkable range of capabilities, from object manipulation and assembly to exploration and interaction with humans and other robots. With its potential to revolutionize various industries, Mobile Aloha is poised to become a transformative force in the world of robotics.

Llamafiles for a variety of LLM

LLMs, or large language models, are powerful AI tools that can generate text, translate languages, and answer questions. However, they can be difficult to use and distribute. Llamafile is a new tool that makes it easy to distribute and run LLMs.

GPT Pilot is the first real AI developer companion

GPT Pilot is an AI developer that can write code, debug it, talk to you when it needs help, etc. It is the core technology for the VS Code extension that aims to provide the first real AI developer companion. Not just an autocomplete or a helper for PR messages but rather a real AI developer that can write full features, debug them, talk to you about issues, ask for review, etc.

Introduce the concept of Wagtail-AI and its game-changing features in content creation and enhancement.

Detail how Wagtail-AI transforms content creation by offering intelligent content recommendations, improved content workflow, natural language search, and content quality assistance. Discuss how it streamlines the process for editors and developers, allowing for a more intuitive and efficient content creation experience.

Code Breakdown: gmail Open Source LLM Assistant with Python

At its core, the Python script amalgamates a multitude of libraries within the Python ecosystem. These libraries serve as the backbone, enabling a harmonious integration with the G-mail API. Furthermore, they facilitate text manipulation tasks and foster interactions with cutting-edge AI capabilities offered by today technology's as open source large language models. The overarching goal revolves around achieving a comprehensive email automation framework, encompassing tasks from initial processing to intelligent response generation

Orca 2, a breakthrough in the development of smaller, more efficient LMs!

Orca 2 introduces a groundbreaking training framework that guides the model towards a diverse repertoire of reasoning strategies. This includes step-by-step reasoning, where the model meticulously breaks down complex problems into manageable steps; recall and generate, where it retrieves relevant information from memory and generates new solutions; recall-reason-generate, where it combines both recall and reasoning techniques; and direct answer, where it provides concise and accurate solutions when possible.

**AI and HPC Acceleration at Its Apex**

The AMD Instinct™ MI300X discrete GPU is based on next-generation AMD CDNA™ 3 architecture, delivering leadership efficiency and performance for the most demanding AI and HPC applications. It is designed with 304 high- throughput compute units, AI-specific functions including new data-type support, photo and video decoding, plus an unprecedented 192 GB of HBM3 memory on a GPU accelerator. Using state-of-the-art die stacking and chiplet technology in a multi-chip package propels generative AI, machine learning, and inferencing, while extending AMD leadership in HPC acceleration. The MI300X offers outstanding performance to our prior generation that is already powering the fastest exabyte-class supercomputer1, offering 13.7x the peak AI/ML workload performance using FP8 with sparsity compared to prior AMD MI250X* accelerators using FP16MI300-16 and a 3.4x peak advantage for HPC workloads on FP32 calculations.

GrapheneOS operates on the principle of holistic protection.

In an age where digital privacy and security are paramount, the quest for a mobile operating system that aligns with these values remains ongoing. GrapheneOS steps into the spotlight as a beacon of hope for those who seek a privacy-focused alternative. Developed as an open-source project, GrapheneOS strives to offer a secure and privacy-oriented mobile experience, with Android app compatibility. Let's delve into the depths of this remarkable operating system.

A New Era Dawns with Kali Purple

Kali Linux has long been synonymous with offensive security, providing the tools and environment needed to probe systems for vulnerabilities. Now, with Kali Purple, a new chapter unfolds. Kali Purple marks Kali's entry into the realm of defensive security. This initiative starts as a technical preview, with a roadmap to further development. The aim is to democratize enterprise-grade security by making it accessible to all, just as Kali Linux did for offensive security.

A Perfect Blend of Stability and Innovation Rhino Linux

In the world of Linux distributions, where choices abound, Rhino Linux stands out as a remarkable option that redefines the Ubuntu experience. With a unique combination of a rolling release distribution built upon a solid foundation of the XFCE Desktop Environment, Rhino Linux introduces an innovative approach to the Linux desktop. At the core of its identity lies the powerful Pacstall package manager, delivering essential software packages, including the Linux kernel, Firefox, Rhino Linux specific applications, and a distinctive theming experience.

ZeusCloud is an open source cloud security platform that discovers, prioritizes, and remediates your risks in the cloud.

ZeusCloud is an open source cloud security platform that discovers, prioritizes, and remediates your risks in the cloud. Existing cloud security products are either opaque, confusing, time consuming to set up, or expensive as you scale your cloud environment. ZeusCloud provides security, engineering, and devops teams actionable insights so they can focus on building product. We’re on a mission to democratize a baseline level of security for all organizations.

Understanding PortSentry and Protect your CloudMachines

In today's digital landscape, network security is of paramount importance to protect sensitive data and maintain the integrity of systems. With the constant threat of cyberattacks, organizations must deploy robust defense mechanisms to safeguard their networks. PortSentry, a powerful and versatile security tool, plays a crucial role in detecting and mitigating potential threats. In this comprehensive guide, we will delve into the intricacies of PortSentry, exploring its features, benefits, implementation, and real-world examples of its effectiveness.

ZAP Insights in Kali's Toolkit: Elevating Blue Team Strategies for Unyielding Cybersecurity

In the realm of cybersecurity, tools like the Zed Attack Proxy (ZAP) play an instrumental role in fortifying digital landscapes. These tools are meticulously designed to identify vulnerabilities, safeguarding systems from potential threats. At the heart of ZAP's effectiveness lies a robust measurement and recording system that provides insights into its performance and impact. In this blog post, we delve into the headline statistics for July 2023, shedding light on the impressive numbers that underscore ZAP's significance.

Open Source LLM as Analyser Plugin Extension for Visual Code Studio

Building a Visual Studio Code extension in JavaScript that uses an open-source language model to analyze and improve the written code in a project.

Build AI Applications with Drag and Drop ( no code required )

In today's world, businesses are increasingly looking for ways to leverage artificial intelligence (AI) to improve their operations. However, many businesses lack the in-house resources to develop and deploy AI-powered applications. Flowise AI is a no-code drag-and-drop tool that makes it easy for businesses of all sizes to build LLM apps. With Flowise AI, you can create LLM apps in minutes, without any coding experience.

How to Monitor Your Servers with Prometheus and Grafana

Server monitoring is essential for keeping your applications and infrastructure running smoothly. By monitoring your servers, you can identify and troubleshoot problems before they impact your users. There are many different server monitoring tools available, but Prometheus and Grafana are two of the most popular. Prometheus is an open source monitoring system that collects metrics from your servers. Grafana is a visualization tool that allows you to create dashboards to display your metrics.

Wazuh agents are installed on endpoints such as laptops, desktops, servers, cloud instances, or virtual machines

In today's increasingly connected world, businesses are under constant threat from cyberattacks. One of the most effective ways to protect against these attacks is to use a security platform that can detect and respond to threats in real time. Wazuh is a free and open-source security platform that can help organizations to protect their cluster networks from a variety of threats. Wazuh is a comprehensive solution that can be used to detect intrusions, malware, and other security threats.

Basic Chatbot with Memory and Search using Lanchain and PaLM-2 to improve SEO.

LangChain is a new framework for building chatbots that can access and process information from the real world. PaLM-2 can be used to power LangChain chatbots, which can then be used to improve your SEO. For example, you could create a LangChain chatbot that answers customer questions about your products or services. This would help you to attract more visitors to your website and improve your rankings in search engines.

How to use Claude-2 with Langchain

In this blog post, we will discuss how to unleash the power of Claude-2 with Langchain. We will start by providing some background on Claude-2 and Langchain, and then we will explore how to use them together to create powerful applications.

The Open-Source LLM That's Changing the Game

Large language models (LLMs) have become increasingly powerful and versatile in recent years. These models are trained on massive datasets of text and code, and they can be used for a wide range of tasks, such as generating text, translating languages, and writing different kinds of creative content. However, LLMs can be computationally expensive to train and run. This has limited their availability to large organizations with access to powerful computing resources.

How Decentralized LLMs Work?

Large language models (LLMs) are becoming increasingly powerful and versatile, but they can be computationally expensive to train and run. This has limited their availability to large organizations with access to powerful computing resources.

Running Open Source Model with TheBloke_orca_mini_3B-GGML in Google Collab

Running open source models can be a great way to contribute to the community while also benefiting from the latest technology. One such model is TheBloke_orca_mini_3B-GGML, which has been developed by a team of developers and is available for use under an open source license. In this blog post, we will explore how to run this model using Oobabooga, a new web interface that makes it easy to access and manipulate data.

Building an Ecommerce Store with Django & Bootstrap

In today's digital landscape, ecommerce has become a fundamental aspect of business success. If you're looking to create your own online store, you're in the right place. In this blog post, we'll explore how you can build an ecommerce store using the powerful combination of Django and Bootstrap. Django, a Python web framework, provides a robust foundation for backend operations, while Bootstrap, a popular CSS framework, offers a flexible and responsive frontend design. Let's dive into the requirements and usage of these technologies to create an impressive ecommerce store.

Building Your Own Social Network with Django, Vue 3, Django REST Framework, and Tailwind CSS

Welcome to our YouTube tutorial series, where we'll guide you through the process of building your very own social network from scratch. By leveraging the power of Django, Vue 3, Django REST Framework (DRF), and Tailwind CSS, you'll learn how to create a feature-rich platform with user authentication, image attachments, friendships, direct messaging, and a personalized feed. Join us on this exciting journey as we bring your dream social network to life!

LLMs are helping developers to write video games.

In recent years, the field of artificial intelligence has witnessed remarkable advancements, leading to innovative solutions in various industries. One such domain that has experienced a significant transformation is video game development. With the emergence of Language Model-based Learning (LLM) technologies, developers now have access to powerful tools like GPT Engineer. This groundbreaking application enables the automatic generation of video games from simple text prompts, revolutionizing the way developers create gaming experiences.

Train YOLOv5 object detection model with custom dataset

In this tutorial we will download object detection data in YOLOv5 format from Roboflow. In the tutorial, we train YOLOv5 to detect cells in the blood stream with a public blood cell detection dataset. You can follow along with the public blood cell dataset or upload your own dataset.

Exploring MidJourney for UX/UI Design Generation

Mobile application development has witnessed rapid growth over the years, fueled by the increasing demand for innovative and user-friendly mobile experiences. In this digital age, where user expectations are soaring, the role of AI in shaping mobile app development processes has become paramount. One remarkable example of AI's impact is MidJourney, an advanced tool that leverages artificial intelligence to generate UX/UI designs. In this blog post, we will explore the implications of AI in mobile application development and delve into the capabilities of MidJourney in revolutionizing the design process.

Revolutionizing Voice Generation

In the fast-paced world of technology, advancements in natural language processing (NLP) and artificial intelligence (AI) have brought us groundbreaking tools that transform the way we interact with computers. One such innovation is the Leading Vocal Generator and Transformer, a cutting-edge technology that has taken the realm of voice generation to new heights. In this blog post, we will delve into the world of Leading Vocal Generator and Transformer, exploring its capabilities, benefits, and potential applications.

the key features of OpenLLM and delve into how it facilitates running inference, deploying models, and building AI applications with ease.

In today's rapidly evolving digital landscape, the ability to leverage open-source large-language models (LLMs) has become crucial for businesses seeking to enhance their AI capabilities. OpenLLM offers an exceptional solution that empowers developers and data scientists to harness the potential of LLMs. In this article, we will explore the key features of OpenLLM and delve into how it facilitates running inference, deploying models, and building AI applications with ease.

Text-to-speech (TTS) technology has made significant strides in bridging gaps

SpeechBrain, in combination with machine learning, has revolutionized the field of text-to-speech synthesis. Through the power of deep learning, this open-source framework enables the creation of natural and expressive speech from text inputs. By enhancing accessibility and empowering individuals around the world, SpeechBrain plays a crucial role in bridging communication gaps. As advancements in machine learning continue, we can expect even more impressive TTS systems that further enhance accessibility and enable seamless communication for all.

Offline Document Interaction: PRIVATE GPT

The power of LLMs has revolutionized offline document interaction, allowing users to ask questions and receive answers without the need for an internet connection. By ensuring complete privacy and keeping data within your execution environment, LLMs enable you to explore your documents with confidence and peace of mind. Embrace this innovative technology, break free from online dependencies, and unlock the full potential of offline document interaction with the power of LLMs.

Bridging the Gap to AGI through Local AI Implementation

By harnessing the power of GPT4All by Nomic AI, developers can unlock a world of possibilities in natural language processing. With its CPU compatibility, open-source nature, and no API key requirements, GPT4All empowers developers to build intelligent applications entirely on their local machines. By following the step-by-step installation guide provided in this blog post, you're now equipped to unleash your creativity and explore the potential of GPT4All. Have fun experimenting, innovating, and building remarkable applications with this exceptional natural language processing tool!

A Developer's Guide for text to Image with Stable Diffusion Model

Stable Diffusion is an image generation model that leverages diffusion processes to gradually build up images. It employs a step-by-step approach, where noise is added to an initial image iteratively, resulting in refined and coherent images. This process allows for the creation of high-quality, diverse, and visually appealing images.

Build a chat bot with Langchain HuggingFace & Flan T5 Model LLM

In today's digital era, chatbots have become increasingly prevalent in various domains, from customer support to virtual assistants. Their ability to simulate human-like conversations has revolutionized the way businesses interact with their customers. In this blog post, we will explore how to build a conversational chatbot using the powerful combination of Langchain HuggingFace and Flan T5 Model LLM.

Exploring the Power of Generative AI and Chip Design

The recent Nvidia keynote at Computex, held in Taiwan, the global hub of semiconductor manufacturing and chip fabrication, was a groundbreaking event that showcased the latest advancements in artificial intelligence (AI). From leveraging ChatGPT by OpenAI to generative AI applications across various industries, Nvidia's keynote left an indelible mark on the world of technology. In this blog post, we'll delve into the key highlights from the event and explore the transformative potential of generative AI and chip design.

Custom Email Servers on Linux with PostFix

Custom email servers provide businesses with greater control and flexibility over their email communications. By setting up and managing your own email infrastructure, you can have personalized email addresses, enhanced security, and improved deliverability. In this blog post, we will guide you through the process of setting up and managing custom email servers on a Linux VPS, covering the necessary steps and considerations for a successful implementation.

A Comprehensive Guide : VPS Servers

Cloud and VPS (Virtual Private Server) hosting offer scalable and flexible solutions for hosting web applications. Configuring your cloud or VPS server properly is crucial for optimal performance, security, and reliability. In this blog post, we will provide a comprehensive guide on cloud and VPS server configuration for hosting web apps, covering the necessary requirements and usage steps to ensure a seamless hosting experience.

Strategies for Reaching Your Target Audience

In the highly competitive digital landscape, growing your online presence and reaching your target audience is crucial for business success. Search engines play a vital role in connecting businesses with their potential customers. In this blog post, we will explore effective strategies to grow in search engines and reach your target audience, enabling you to maximize visibility, attract qualified traffic, and achieve your business goals.

Gaining the Competitive Edge

In the ever-evolving digital landscape, understanding your competitors and conducting comprehensive keyword research are essential for developing a successful SEO strategy. In this blog post, we will explore the importance of competitor research and keyword analysis, uncovering how these practices can give you a competitive edge and drive organic traffic to your website.

The Power of SEO Configuration and Search Engine Optimization

In today's digital landscape, having a strong online presence is crucial for businesses to thrive. One of the key components of achieving online success is implementing effective SEO configuration and optimization strategies. In this blog post, we will delve into the importance of SEO configuration and optimization and explore how they can significantly impact your website's visibility, traffic, and ultimately, your bottom line.

The Latest Tech in Web Development

In the ever-evolving landscape of web development, staying at the forefront of technological advancements is crucial to deliver exceptional user experiences and drive business growth. One of the most exciting developments in recent years has been the rise of large language models, such as OpenAI's GPT-3, which have revolutionized the way developers build intelligent web applications. In this blog post, we will delve into the world of intelligent development, exploring the capabilities of large language models and highlighting the latest technologies shaping the web development industry.

Responsive Web Design & Progresive webApps

In today's fast-paced digital landscape, having a strong online presence is essential for businesses to thrive. To stay ahead of the competition, it is crucial to leverage innovative web and app solutions that not only enhance your brand image but also drive your business forward. In this blog post, we will explore some of the most effective and cutting-edge solutions that can propel your business to new heights.