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 …
Building a Simple AI Agent With OpenAI Tools
Author(s): Varad Khonde Originally published on Towards AI. Photo by Andrew Neel on Unsplash OPENAI has recently added tool calling functionality that can connect the language models to external tools. As given in this article https://platform.openai.com/docs/guides/function-calling, In an API call, you can …
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, …
ExtractThinker: AI Document Intelligence with LLMs
Author(s): JΓΊlio Almeida Originally published on Towards AI. Introduction Itβs been a long road to get here. Iβve been working with LLMs since October 2021 (OpenAI Codex) and immediately started working on extraction. I tried to build a solution in .NET similar …
AI-Generated Animations Are Here (Almostβ¦)
Author(s): Shahzeb Naveed Originally published on Towards AI. AI bot sliding on a sine curve. (Source: Author/Adobe Firefly) Last week, as I scrolled through my Instagram feed, an animation video popped up in the famous 3Blue1Brown style explaining how Convolution Neural Networks …
Top Important LLM Papers for the Week from 06/05 to 12/05
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Crafting QA Tool with Reading Abilities Using RAG and Text-to-Speech
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Develop your QA Chat Tool with the latest advancements in AI research.Image generated with ideogram.ai We have been in a year where LLM has been used massively by many companies. From simple search …
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 …
Exploring Linear Regression for Spatial Analysis.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Exploring Linear Regression for Spatial Analysis. Created by the author with DALL E-3 Machine learning has become very popular in the world of technology, this is evidenced as witnessed in social media with …
Building Blocks of an LLM and How To Choose the Right Model and Framework To Build a LLM Based Application
Author(s): Hari Harasudhan Duraidhayalu Originally published on Towards AI. Evolution of LLM Large Language Models have been the topic of discussion in every organization ever since OpenAI launched ChatGPT. Every organization is exploring its options around building applications that can utilize this …
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 …
How do AI supercomputers train large Gen AI models? Simply Explained
Author(s): MΓ©lony Qin (aka cloudmelon) Originally published on Towards AI. Since the emergence of ChatGPT in 2022, AI has dominated discussions. However, behind the scenes, itβs the AI infrastructure that serves as the engine driving the marketβs large GenAI models. These AI …
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. …
Kubernetes 101: Grasping the Fundamentals ☸οΈ
Author(s): Afaque Umer Originally published on Towards AI. Kubernetes 101: Grasping the Fundamentals ☸οΈ Photo by Andrea Zanenga on Unsplash The Problem βοΈ Itβs no secret that the craze for running containerized applications has surged in recent years. The demand for container …
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