Articles for category: AI Tools

March 29, 2025

ikayaniaamirshahzad@gmail.com

[FR] MapData App (un terrain de jeu full-stack)

Salut, développeur ! Prêt à plonger dans un projet qui n’est pas seulement une expérience d’apprentissage, mais aussi un environnement pratique pour le développement full-stack avec Java et Angular ? Laissez-moi vous présenter le Projet MapData, un système modulaire parfait pour gérer les données cartographiques et les métadonnées, tout en vous offrant la flexibilité d’explorer plusieurs frameworks et outils. Qu’est-ce que le Projet MapData ? Le Projet MapData est avant tout un environnement de travail de base pour les développeurs full-stack. Il repose sur une architecture de microservices avec une API backend, une application frontend Single Page Application (SPA) et

March 29, 2025

ikayaniaamirshahzad@gmail.com

Welcome Mixtral – a SOTA Mixture of Experts on Hugging Face

Mixtral 8x7b is an exciting large language model released by Mistral today, which sets a new state-of-the-art for open-access models and outperforms GPT-3.5 across many benchmarks. We’re excited to support the launch with a comprehensive integration of Mixtral in the Hugging Face ecosystem 🔥! Among the features and integrations being released today, we have: Table of Contents What is Mixtral 8x7b? Mixtral has a similar architecture to Mistral 7B, but comes with a twist: it’s actually 8 “expert” models in one, thanks to a technique called Mixture of Experts (MoE). For transformers models, the way this works is by replacing

March 29, 2025

ikayaniaamirshahzad@gmail.com

How We Found Pricey Provisions in New Jersey Police Contracts — ProPublica

ProPublica is a nonprofit newsroom that investigates abuses of power. Sign up to receive our biggest stories as soon as they’re published. Calls for police accountability have included demands to examine the public money spent on law enforcement and the ways officers are disciplined. The Asbury Park Press and ProPublica examined the collective bargaining agreements that govern the relationship between unionized police forces in New Jersey and the towns where they operate. There are 565 municipalities in the state, and some that contract with police unions are as small as 1 square mile. Police unions consolidate their legal and collective

March 29, 2025

ikayaniaamirshahzad@gmail.com

2023, year of open LLMs

2023 has seen a surge of public interest in Large Language Models (LLMs), and now that most people have an idea of what they are and can do, the public debates around open versus closed source have reached a wide audience as well. At Hugging Face, we follow open models with great interest, as they allow research to be reproducible, empower the community to participate in the development of AI models, permit the easier scrutiny of model biases and limitations, and lower the overall carbon impact of our field by favoring checkpoint reuse (among many other benefits). So let’s do

March 29, 2025

ikayaniaamirshahzad@gmail.com

2818. Apply Operations to Maximize Score

2818. Apply Operations to Maximize Score Difficulty: Hard Topics: Array, Math, Stack, Greedy, Sorting, Monotonic Stack, Number Theory You are given an array nums of n positive integers and an integer k. Initially, you start with a score of 1. You have to maximize your score by applying the following operation at most k times: Choose any non-empty subarray nums[l, ..., r] that you haven’t chosen previously. Choose an element x of nums[l, ..., r] with the highest prime score. If multiple such elements exist, choose the one with the smallest index. Multiply your score by x. Here, nums[l, ...,

March 29, 2025

ikayaniaamirshahzad@gmail.com

Speculative Decoding for 2x Faster Whisper Inference

Open AI’s Whisper is a general purpose speech transcription model that achieves state-of-the-art results across a range of different benchmarks and audio conditions. The latest large-v3 model tops the OpenASR Leaderboard, ranking as the best open-source speech transcription model for English. The model also demonstrates strong multilingual performance, achieving less than 30% word error rate (WER) on 42 of the 58 languages tested in the Common Voice 15 dataset. While the transcription accuracy is exceptional, the inference time is very slow. A 1 hour audio clip takes upwards of 6 minutes to transcribe on a 16GB T4 GPU, even after

March 29, 2025

ikayaniaamirshahzad@gmail.com

Security Comparison Of Best Web3 Wallets To Develop On

When developing decentralized applications (dApps), choosing a secure Web3 wallet is crucial to protect users’ assets and maintain trust. Below is a comparison of some leading Web3 wallets, focusing on their security features and considerations for developers: MetaMask Security Features: Intent Verification: Provides human-readable transaction summaries to minimize risks associated with blind signing and phishing attempts.​ dApp Permissions: Offers a clear permissions interface, giving users precise control over dApp interactions and preventing unauthorized actions.​ Password and Biometric Security: Supports password protection and biometric authentication for enhanced user security.​ Considerations: Password Strength: Encourages strong passwords but could place more emphasis on