Living with AGI: Is it Possible?
Author(s): Thenusan Santhirakumar Originally published on Towards AI. Ethical Considerations for a World with Artificial General Intelligence Artificial General Intelligence (AGI) is a concept that might be new to some, including myself. However, it represents a significant leap in the evolution of …
Symbolic Regression: When Regression Took it Seriously!!
Author(s): Abhijith S Babu Originally published on Towards AI. In a great mission to unravel the mysteries of the universe, humans always sought the patterns in the vast abundance of data. Going to the previous century, John Kepler, the brilliant mind behind …
Inside Infini Attention: Google DeepMind’s Technique Powering Gemini 2M Token Window
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. …
How Artificial Intelligence Detects Child Abuse (And Why It’s 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) isn’t just a handy gadget — it’s 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 Huggingface’s 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 — 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. What’s AI …
Intro to DSPy: Simple Ideas To Improve Your RAG
Author(s): Gao Dalie (高達烈) 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 DeepMind’s 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 I’m 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 isn’t usually the most exciting topic. However, in …
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