How Artificial Intelligence Detects Child Abuse (And Why Itβs Hard To)
Author(s): Eera Bhatt Originally published on Towards AI. According to the CDC, at least one in every seven children was abused or neglected over a year, so this is a serious problem that needs attention. With artificial intelligence, models can be developed …
Whisper.cpp + Llama.cpp + ElevenLabs: Local GPT-4o-like Voice Heaven
Author(s): Vatsal Saglani Originally published on Towards AI. Building a voice-driven assistant for Q&A on YouTube videosImage generated by ChatGPT The GPT-4o (omni) and Gemini-1.5 release has created quite a lot of buzz in the GenAI space. Both of these models have …
AI Digital Divide Crisis: Why Should You Care?
Author(s): Nima Shokouhfar Originally published on Towards AI. Source: By author Picture a world where Artificial Intelligence (AI) isnβt just a handy gadget β itβs as vital as oxygen itself, empowering you to learn, work, and shape your future like never before. …
Exciting New Methods for Efficient Fine-Tuning of LLMs using PEFT (BOFT, VeRA, and PiSSA)
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. The latest update to Huggingfaceβs PEFT v0.11.0 introduces several new Parameter-Efficient Fine-Tuning (PEFT) techniques (BOFT, VeRA, and PiSSA) PEFT has been at the forefront of fine-tuning techniques due to its relative simplicity …
Learn AI Together β Towards AI Community Newsletter #24
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we have quite an actionable newsletter with opportunities to join beta tests, run demos, contribute to open-source projects, work on research projects, and more. Whatβs AI …
Intro to DSPy: Simple Ideas To Improve Your RAG
Author(s): Gao Dalie (ι«ιη) Originally published on Towards AI. Language models (LMs) like GPT-4 have transformed how we interact with machine learning systems, tackling tasks from code generation to creating detailed travel plans. However, these models often need help with reliability issues, …
This AI newsletter is all you need #99
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This was a huge week for new model releases, with Alphafold-3 and GPT-4o both unlocking many new capabilities and AI use cases in very …
Few Shot NLP Intent Classification
Author(s): Marie Stephen Leo Originally published on Towards AI. Comparing SetFit, FastFit, and Semantic Router to find the best NLP chatbot intent detection algorithmImage generated by Author using ChatGPT In the pre-ChatGPT era, chatbot frameworks like Dialogflow and Rasa used intent detection …
Inside AlphaFold 3: A Technical View Into the New Version of Google DeepMindβs BioScience Model
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Llama 3 + Llama.cpp is the local AI Heaven
Author(s): Vatsal Saglani Originally published on Towards AI. Build a fully local (nano) DiagramGPT using Llama 3 8B and learn about inline function callingImage by ChatGPT This is the third time in three weeks that Iβm writing about developing AI-powered or GenAI-powered …
How to Optimize Chunk Size for RAG in Production?
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. The chunk size can make or break the retrieval. Here is how to determine the best chunk size for your use case. Today, we will examine chunk-size optimization during the development of …
Mastering Causal Inference with Python: A Guide to Synthetic Control Groups
Author(s): Lukasz Szubelak Originally published on Towards AI. Photo by Isaac Smith on Unsplash One can feel intrigued when a newspaper like the Washington Post writes an article about the statistical method. Statistical modeling isnβt usually the most exciting topic. However, in …
Design a Multi-Layer Perceptron (MLP) Neural Network for Classification
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by Girl with red hat on Unsplash Overview This project solves a classification problem with a multilayer perceptron designed from the ground up. The model is used to predict if a customer is …
Creating a Smart Home AI Assistant
Author(s): Michael K Originally published on Towards AI. Source: Image generated by the author (using Adobe Generative AI) The hardware AI assistants recently released have been making splashes in the news which gave me a lot of inspiration around the concept of …
Deepfake Technology: Another Double-Edged Sword in The World of AI
Author(s): Jennifer Wales Originally published on Towards AI. Deepfake holds immense potential to revolutionize every sector. However, its misuse can lead to serious consequences. Learn more about this incredible tool here. Deepfake refers to the type of fake media (pictures, videos, or …
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