Kamal Reader

Your web scraper got blocked again? Ugh, what now? You nailed those HTTP headers and made it look just like a browser, but the site still figured out your requests were automated. How’s that even possible? Simple: it’s your TLS fingerprint! 😲 Dive into the sneaky world of TLS fingerprinting, uncover why it’s the silent … Read more

Ryta Zasiekina, founder of breakthrough fintech project Concryt, has announced her status as an angel investor to another innovative startup which aligns with both her mission to support fledgling businesses and her passion for emerging technologies. A qualified engineer, in 2021, Ryta obtained an MBA degree with a strong emphasis on Artificial Intelligence (AI). In … Read more

Homelessness and food insecurity are pressing issues across the United States, with cities grappling to provide adequate resources and support for those in need. Recent statistics reveal that New York City, for instance, faces a homelessness crisis unseen since the Great Depression, with over 350,000 individuals lacking stable housing. The current systems that tackle these … Read more

How are you, hacker? 🪐 What’s happening in tech today, October 18, 2024? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, U.S Takes Possession of Alaska in 1867, Thomas Edison dies in 1931, Clean Water Act becomes law in 1972, and we present you with these top quality stories. … Read more

Table of Links Abstract and 1. Introduction 2 Architectural details and 2.1 Sparse Mixture of Experts 3 Results 3.1 Multilingual benchmarks, 3.2 Long range performance, and 3.3 Bias Benchmarks 4 Instruction Fine-tuning 5 Routing analysis 6 Conclusion, Acknowledgements, and References 6 Conclusion In this paper, we introduced Mixtral 8x7B, the first mixture-of-experts network to reach … Read more

Table of Links Abstract and 1. Introduction 2 Architectural details and 2.1 Sparse Mixture of Experts 3 Results 3.1 Multilingual benchmarks, 3.2 Long range performance, and 3.3 Bias Benchmarks 4 Instruction Fine-tuning 5 Routing analysis 6 Conclusion, Acknowledgements, and References 5 Routing analysis In this section, we perform a small analysis on the expert selection … Read more

Table of Links Abstract and 1. Introduction 2 Architectural details and 2.1 Sparse Mixture of Experts 3 Results 3.1 Multilingual benchmarks, 3.2 Long range performance, and 3.3 Bias Benchmarks 4 Instruction Fine-tuning 5 Routing analysis 6 Conclusion, Acknowledgements, and References 4 Instruction Fine-tuning We train Mixtral – Instruct using supervised fine-tuning (SFT) on an instruction … Read more

Table of Links Abstract and 1. Introduction 2 Architectural details and 2.1 Sparse Mixture of Experts 3 Results 3.1 Multilingual benchmarks, 3.2 Long range performance, and 3.3 Bias Benchmarks 4 Instruction Fine-tuning 5 Routing analysis 6 Conclusion, Acknowledgements, and References 3.1 Multilingual benchmarks Compared to Mistral 7B, we significantly upsample the proportion of multilingual data … Read more

Table of Links Abstract and 1. Introduction 2 Architectural details and 2.1 Sparse Mixture of Experts 3 Results 3.1 Multilingual benchmarks, 3.2 Long range performance, and 3.3 Bias Benchmarks 4 Instruction Fine-tuning 5 Routing analysis 6 Conclusion, Acknowledgements, and References 3 Results We compare Mixtral to Llama, and re-run all benchmarks with our own evaluation … Read more

Table of Links Abstract and 1. Introduction 2 Architectural details and 2.1 Sparse Mixture of Experts 3 Results 3.1 Multilingual benchmarks, 3.2 Long range performance, and 3.3 Bias Benchmarks 4 Instruction Fine-tuning 5 Routing analysis 6 Conclusion, Acknowledgements, and References 2 Architectural details Mixtral is based on a transformer architecture [31] and uses the same … Read more

:::info Authors: (1) Albert Q. Jiang; (2) Alexandre Sablayrolles; (3) Antoine Roux; (4) Arthur Mensch; (5) Blanche Savary; (6) Chris Bamford; (7) Devendra Singh Chaplot; (8) Diego de las Casas; (9) Emma Bou Hanna; (10) Florian Bressand; (11) Gianna Lengyel; (12) Guillaume Bour; (13) Guillaume Lample; (14) Lélio Renard Lavaud; (15) Lucile Saulnier; (16) Marie-Anne … Read more

Hello, writers! We love fall, but the last thing we want is for you to fall out of your writing habits lol! One of the best ways to create content that truly resonates with your audience is to ask them directly what they want to see. You can ensure your content aligns with their interests … Read more

Alright, folks, let’s talk about the paradox of AI. I mean, yeah, sure—AI can’t exactly replace us. We’ve all read those headlines: “AI Takes Jobs,” “Chatbots to Replace Customer Service Reps,” and the occasional “AI Now Writes Better Love Letters Than You Ever Did” (not that it’s hard, buddy, you just haven’t been loved enough). … Read more