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Improvements to data analysis in ChatGPT
Improvements to data analysis in ChatGPT Interact with tables and charts and add files directly from Google Drive and Microsoft OneDrive.
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Claude 3 beats GPT-4 on Aider's code editing benchmark
Claude 3 Opus outperforms all of OpenAI’s models on Aider’s code editing benchmark, making it the best available model for pair programming with AI.
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Training is not the same as chatting: LLMs don’t remember everything you say
I’m beginning to suspect that one of the most common misconceptions about LLMs such as ChatGPT involves how “training” works. A common complaint I see about these tools is that …
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I sensed anxiety and frustration at NeurIPS 24
last week at NeurIPS’24, one extremely salient thing was the anxiety and frustration felt and expressed by late-year PhD students and postdocs who were confused by the job market that looks and feels so much different from what they expected perhaps when they were applying for PhD programs five or so years ago. and…
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What Is a Knowledge Graph?
What is a knowledge graph? Learn about nodes, relationships, organizing principles, and ontologies, which comprise a knowledge graph.
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Our container platform is in production. It has GPUs. Here's an early look
We’ve been working on something new — a platform for running containers across Cloudflare’s network. We already use it in production, for AI inference and more. Today we want to share an early look at how it’s built, why we built it, and how we use it ourselves.
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Web AI Model Testing: WebGPU, WebGL, and Headless Chrome
Discover our solutions for how to consistently automate browser testing and improve application performance.
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Reader-LM: Small Language Models for Cleaning and Converting HTML to Markdown
Reader-LM-0.5B and Reader-LM-1.5B are two novel small language models inspired by Jina Reader, designed to convert raw, noisy HTML from the open web into clean markdown.
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A simulation of me: fine-tuning an LLM on 240k text messages
Armed with a download of my 240,000 text message and Whatsapp history, I was able to fine-tune an LLM to create convincing conversations.
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Stable Audio Open
Stable Audio Open is an open source model optimised for generating short audio samples, sound effects and production elements using text prompts.
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Segmenting comic book frames
This post is based on my project in my Computer Vision class last semester
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Mapping the Mind of a Large Language Model
We identified how millions of concepts are represented inside Claude Sonnet, the first detailed look inside a production-grade language model.
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The golden age of scammers: AI-powered phishing
AI phishing is all over the headlines and that’s not going to change. Learn about the capabilities of the dark side of gen ai, and how to defend against it.
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AI hallucinations: Why LLMs make things up (and how to fix it)
Nine Technical Strategies for Reducing Hallucination
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A look at Apple's technical approach to AI including core model performance etc.
Apple Intelligence makes a lot of sense when you get out of the AI bubble. Plus, the cool technical details Apple shared about their language models "thinking different."
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LlamaCloud and LlamaParse
LlamaIndex introduces LlamaParse and LlamaParse for production-grade RAG. Unlock complex PDF data to improve LLM response quality. Discover how today.
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Satellites Spotting Ships
Benchmarks & Tips for Big Data, Hadoop, AWS, Google Cloud, PostgreSQL, Spark, Python & More...
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WARC-GPT: An open-source tool for exploring web archives using AI
The Library Innovation Lab is growing knowledge and community by bringing library principles to technological frontiers.
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Google Scholar search: "certainly, here is" -chatgpt -llm
Searching Google Scholar for "certainly, here is" turns up a huge number of academic papers that include parts that were evidently written by ChatGPT - sections that start with "Certainly, …
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Can GPT optimize my taxes? An experiment in letting the LLM be the UX
TL;DR Yes, albeit with patience.
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Implementing Natural Conversational Agents with Elixir
In my last post , I discussed some work I had done building Nero, the assistant of the future that I’ve always wanted. I ended up creating an end-to-end example which used Nx, OpenAI APIs, and ElevenLabs to create an in-browser home automation assistant. For a first product, it’s decent. Nero is a neat little party…
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Stack Overflow and OpenAI are partnering
Founded in 2008, Stack Overflow’s public platform is used by nearly everyone who codes to learn, share their knowledge, collaborate, and build their careers.
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Hidden Changes in GPT-4, Uncovered
The tool instructions in this article are not up to date as of 2024-01-12, see this post to learn more about the new tool OpenAI added to block conversations about U.S. elections using function calls.
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Two new Gemini models, reduced 1.5 Pro pricing, increased rate limits, and more
Increased accessibility and cost-efficiency for developers enables you to build a wider range of applications using Google's advanced AI technology.
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LLMs aren't "trained on the internet" anymore
A path to continued model improvement.
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Why AI Infrastructure Startups Are Insanely Hard to Build
Level of difficulty: insane