Chief Software Architect & AI Enthusiast. Exploring GenAI innovations. Passionate about shaping the future of tech. #AIThoughtLeader #TechInnovator Serbia 🇷🇸 | Dubai 🇦🇪Joined January 2024
5 techniques to fine-tune LLMs, explained visually!
Fine-tuning large language models traditionally involved adjusting billions of parameters, demanding significant computational power and resources.
However, the development of some innovative methods have transformed this…
Vector Database by Hand ✍️
Vector databases are revolutionizing how we search and analyze complex data. They have become the backbone of Retrieval Augmented Generation (#RAG).
How do vector databases work?
[1] Given
↳ A dataset of three sentences, each has 3 words (or tokens)…
🕸️Introducing Schema Controlled Automated Knowledge Graphs
WhyHow.ai is building tools to help you structure your data with your opinion, through knowledge graph tooling
Check out a recent blog highlighting some of their releases
medium.com/enterprise-rag…
Lets build `Auto-RAG` where we let the LLM pull the data it needs from different sources.
🔎 The user asks a question.
🤔 LLM decides whether to search its knowledge, memory, internet or make an API call.
✍️ LLM answers with the context.
Code: git.new/auto-rag
Language Agent Tree Search 🤖🌲
As LLMs get faster, better, cheaper, developers will be able to compose agentic systems that are able to plan out an entire tree of possible futures, instead of just sequentially planning the next state (e.g. in ReAct). This is crucial for higher…
It's all about the dataset! It’s not the complex algorithms or the fancy tech that dictate what AI can do, but the data it learns from. It’s all about the data! #AI#MachineLearning
It's all about the dataset! It’s not the complex algorithms or the fancy tech that dictate what AI can do, but the data it learns from. It’s all about the data! #AI#MachineLearning
Microsoft just dropped VASA-1.
This AI can make single image sing and talk from audio reference expressively. Similar to EMO from Alibaba
10 wild examples:
1. Mona Lisa rapping Paparazzi
🚨 Breaking news:
OpenAI just introduced Voice Engine.
This is going to transform the future of VOICE forever
Here's everything you need to stay ahead of the curve: 🧵 👇
Blown away by the results coming out of MSR this morning. Looks like scale is all you need for talking head generation! These are generated from just a single image + audio.
microsoft.com/en-us/research…
One of my favorite insights from this paper: knowledge graphs not only help with retrieval, but also with scientific discovery of new ideas/connections that were previously unexplored.
You can do this by feeding an LLM an existing knowledge graph, and it will overlay the KG…
One of my favorite insights from this paper: knowledge graphs not only help with retrieval, but also with scientific discovery of new ideas/connections that were previously unexplored.
You can do this by feeding an LLM an existing knowledge graph, and it will overlay the KG… https://t.co/xTwehQowOm
Claude 3 was the best model in the world for a grand total of 17 seconds.
Right after it happened, OpenAI updated GPT-4 and put it back on top.
As a reminder, models can't cheat to get higher scores on this leaderboard. The score represents which answers people like better.
Fine-tuning is about to go mainstream!
I want you to watch this video carefully. I'm using a GPT capable of taking a problem and turning it into a fine-tuned model that will solve it.
I ask the questions. The system makes recommendations and builds a model.
Impressive!
The moat of software AI agents is not the thin wrapper layer (Devin, SWE-Agent), but the underlying LLM. Instead of benchmarking the wrapper, I think SWE-Bench is excellent for evaluating coding LLMs instead:
Hold the agent layer fixed and vary only the LLM backend. Provide all…
Really excited about all these new AI coding assistants like Devika and Devin! 🚀 They're great for adding new features, but what about when you need to update the existing codebase with new requirements? 🤔 I haven't seen many examples yet, as that part is tricky. But don't…
Really excited about all these new AI coding assistants like Devika and Devin! 🚀 They're great for adding new features, but what about when you need to update the existing codebase with new requirements? 🤔 I haven't seen many examples yet, as that part is tricky. But don't…
116 Followers 2K FollowingEternal goddess of desire and pure bliss. Magical & mysterious moonlight muse. Alluring enigma. Dreams in color, lives in B&W. Caskey’s better half - or is she?
16 Followers 33 FollowingSwimming in the code🌊
#DSA450 Challenge in C++ 🚀 | 💻 WebDev |
💸 Financial Engineering Enthusiast | 🦈 Follow my journey as @thecodingshark
73 Followers 146 FollowingONE-STOP SOLUTION for AI !
✉ Newsletter
🔨AI Tools
🅿️Polls
Get the latest in AI and how to apply it in 10 mins. Curated by a seasoned data science expert
225 Followers 1K FollowingWe are the consulting arm of OpenCV.org-the world’s largest CV library. We provide clients with start-to-finish consulting & implementation of AI solutions.
907 Followers 2K FollowingAI Innovator - Bestselling author of 'AI For Newbies.' 7+ years at Salesforce in tech leadership. CEO/AIO of @GAIMNetwork - 25-year veteran of web development.
4K Followers 7K FollowingOur marketing agency empowers businesses to amplify their online visibility and transform followers into loyal customers through expert Social Media Management.
461 Followers 3K FollowingWe offer Complete HR and Payroll Solution, customized Software Development for all types of small and medium-size buisnesses using the latest technologies.
127 Followers 576 FollowingIntegrating AI into SaaS business ops and global HR.
Undercover VP at a VC firm, using AI to accelerate the adoption of skills-first global hiring.
131 Followers 565 FollowingGenAI first tech leader:
* Transforming support and sales agent into cyborgs
* Simplifying SMSC and Communication products
* Cost Optimization guru
14K Followers 15K FollowingInspired by AI Data, Powered by Supposition: Unchain The Potential of Tech AI.
#TechAI #LearningAI #AI #Technology #GenerativeAI
21K Followers 19K FollowingInspired by Algorithms, Powered by Imagination: Unleashing the Potential of Generative AI.
#GenerativeAI #deeplearning #AI #MachineLearning
22K Followers 22K FollowingDeepbrain AI services AI technologies such as video and speech synthesis, live chatbots, and more required to create AI Humans.
https://t.co/l6BCYy0n8l
54 Followers 185 Following🌐 Simon's AI Corner | Diving deep into the world of Generative AI 🧠 | AI insights on Product & Engineering | Passionate about transforming EdTech
146K Followers 32 FollowingMakers of Devin, the first AI software engineer. We are an applied AI lab building end-to-end software agents. Join us: https://t.co/JZDd4Vik4P
106K Followers 2K FollowingCovering the latest in AI development • ML Eng since 2017 • Building @AlphaSignalAI into the #1 source of news for AI devs → At 250k users.
131 Followers 565 FollowingGenAI first tech leader:
* Transforming support and sales agent into cyborgs
* Simplifying SMSC and Communication products
* Cost Optimization guru
712K Followers 288 FollowingTogether with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
316K Followers 1K FollowingAI Educator. 𝕏 about AI, solutions and interesting things. Showing how to leverage AI in practical ways for you and your business. Opinions are my own.
1K Followers 53 FollowingGRAIL Treasury Presents its Collection of Pokemon and Sports Cards. All PSA Vaulted. All Onchain on Ethereum. The Future of RWA is the GRAIL.
14K Followers 15K FollowingInspired by AI Data, Powered by Supposition: Unchain The Potential of Tech AI.
#TechAI #LearningAI #AI #Technology #GenerativeAI
22K Followers 22K FollowingDeepbrain AI services AI technologies such as video and speech synthesis, live chatbots, and more required to create AI Humans.
https://t.co/l6BCYy0n8l
21K Followers 19K FollowingInspired by Algorithms, Powered by Imagination: Unleashing the Potential of Generative AI.
#GenerativeAI #deeplearning #AI #MachineLearning
54 Followers 185 Following🌐 Simon's AI Corner | Diving deep into the world of Generative AI 🧠 | AI insights on Product & Engineering | Passionate about transforming EdTech
23K Followers 799 FollowingA.I. for writing, productivity, business | College Prof, A.I. Educator, A.I. Researcher | Writer on Disney+ show | Father to newborn, so sleepy
874 Followers 252 FollowingWe help entrepreneurs & founders learn and get up to speed with AI and Automations in our 87k weekly newsletter 👉 The AI Break
564K Followers 513 FollowingFounder of the world’s most read daily AI newsletter @therundownai. Sharing the latest developments in the world of artificial intelligence.
138K Followers 536 FollowingProfessor of Computer Science. AI Safety & Security Researcher. AI Influencer. My opinions are now yours! For talks/interviews: [email protected]