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via) It’s not their fault. They enrolled in a master’s program to get a job in tech. Why? Let’s be candid: tech has promised job security and agreeable (sometimes borderline perverse) financial returns for a couple of decades. Many tech employers also spin a yarn about “saving the world” and coast on the reputational allure of “if you work here, you’re a genius.” Sounds great, doesn’t it? Except, now that students have invested five figures..
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via) It’s not their fault. They enrolled in a master’s program to get a job in tech. Why? Let’s be candid: tech has promised job security and agreeable (sometimes borderline perverse) financial returns for a couple of decades. Many tech employers also spin a yarn about “saving the world” and coast on the reputational allure of “if you work here, you’re a genius.” Sounds great, doesn’t it? Except, now that students have invested five figures..
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Visualizing and Comparing Embedding Vectors as Heatmaps (Videos)
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tanelpoder.com
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1 year ago
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eng
Following my earlier Visualizing and Comparing Embedding Vectors as Heatmaps article, here are the launch & demo videos. You might want to read this article first, these short demo videos should make more sense then! Visualizing Vision Transformer Embedding Vectors as HeatMaps In this video I’ll peek around cat vectors and then find outliers from both the cat photo dataset and aircraft dataset. Installing CatBench Vector Visualiz..
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Visualizing and Comparing Embedding Vectors as Heatmaps (Videos)
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tanelpoder.com
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1 year ago
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eng
Following my earlier Visualizing and Comparing Embedding Vectors as Heatmaps article, here are the launch & demo videos. You might want to read this article first, these short demo videos should make more sense then! Visualizing Vision Transformer Embedding Vectors as HeatMaps In this video I’ll peek around cat vectors and then find outliers from both the cat photo dataset and aircraft dataset. Installing CatBench Vector Visualiz..
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I wrote last month that what you want to do is one of the most useful motivations in life. I want to follow that up by saying that the only thing more important than wanting to do something is to actually do something. The most valuable trait you can develop for yourself is to be consistent. It is absolutely something you can develop. And moreover it's kind of hard to believe that for anyone it is innate. I meet so many people who....
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My presentation for HighEdWeb 2024 was an overview of many recent and forthcoming additions to the web platform, specifically HTML and CSS. Description CSS is Awesome Over the past few years, CSS has been gaining features at a rate that is almost impossible to follow. Features that once required pre-processors are now native to the platform. Variables? Check. Nesting? Check. And now there’s even whispers of mixins. During this presen....
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As part of my Master’s Degree in AI, one of my assignments was to fine-tune the OpenAI Whisper model for Maltese. Maltese is a low-resource…
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This post is part of the T4P Series. In this post, we will be discussing OHLC data. OHLC is the abbreviation of Open, High, Low, and Close. We will discuss its working, its importance, and how to access it. So let’s start. What is OHLC Data OHLC data is a common way to represent the price movement of an asset, whether it’s a stock, cryptocurrency, or commodity, during a specific time frame (like an hour, a day, or a week). These four values....
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May Sky is the freeware 2008 English-language localization of a 2005 Japanese visual novel called Gogatsu no sora. It was originally […]
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I’ve been on a bit of a frustration-driven quest to solve a problem I frequently encounter working on the search engine, that is, reading data from disk. You’d think this would be a pretty basic thing, but doing this in a way that is half-way performant is surprisingly hard and requires avoiding basically all the high level tools at your disposal. There’s a common sentiment that modern hardware is fast, so this may not matter, but we ar..
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Cloud GPU Services for Deep Learning and fine-tuning with Jupyter Notebooks Reviewed: Colab, Paperspace Gradient, Lightning.ai, and more
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zackproser.com
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1 year ago
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eng
I tried a handful of services when I last needed to fine-tune an LLM, and I was mostly disappointed...
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MLOps Adventure - Learning to Fine-tune LLMs, create datasets and neural nets
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zackproser.com
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1 year ago
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eng
I've been on an MLOps adventure lately, taking any excuse to get hands on with neural nets, fine-tuning, Hugging Face datasets and models.
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The Rich Don't Fine-tune Like You and Me: Intro to LoRA and QLoRA
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zackproser.com
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1 year ago
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eng
LoRA and QLoRA are two important innovations related to fine-tuning large language models like Llama and GPT.
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I'm definitely not a fatalistic person. I do not believe in a predetermined destiny, but I accept whatever life throws at me. When something bad happens, I fully embrace it. This does not mean I don't make an effort to fix the problem, but I never lose my calm. I acknowledge and embrace it. I don't let it consume my mind or stress me out. I'm always aware that what has happened cannot be undone. I also know that without suffering, there is ....
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Front Running the Big Bang (Issue #182) 2024-09-21 12:45:00 +07:00 by Mark Smith This week’s newsletter is out! In this week’s edition: Alien life in the universe, Google anti-trust deep dive, the history of beards, and lots lots more... Issue details: Title: Front Running the Big Bang Issue: 182 Page: issue webpage Another awesome issue of the newsletter. #
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An interactive demo video is here: Part 2 . If you already know what embeddings are, you can jump right to: Vector Heatmap Visualization Background I am currently testing various RDBMS vector search options and their usability & performance. Next week I will publish an early version of my CatBench toolset that will eventually evolve into a full end-to-end test (and fun!) suite for high performance AI/ML pipelines, with thin..
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An interactive demo video is here: Part 2 . If you already know what embeddings are, you can jump right to: Vector Heatmap Visualization Background I am currently testing various RDBMS vector search options and their usability & performance. Next week I will publish an early version of my CatBench toolset that will eventually evolve into a full end-to-end test (and fun!) suite for high performance AI/ML pipelines, with thin..
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State management is hard. If I had to guess, maybe most bugs I work on are some form of errant, brain-derived state management issues. This is an account of trying to find ways to make it less hard, hopefully use my brain less so it can't get in the way, and have some fun in the process. Why @xstate/store? At first glance I thought "Why wouldn't I use x, y, or z state management library", but then something about the tiny API and even....
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My significant other needed to share proof of address by providing a number of bank statements for a period of time. That's easy enough to download as pdfs from the bank, but statements typically provide more personal information than the recipient requires. For a proof of address, the first page is more than enough. macOS's Preview app can easily delete pages from a pdf by selecting undesired pages and hitting the delete key. This is fin....
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I had a use case that eventually required performing IP address lookups in a given list of CIDR ranges, as I maintain an open source project that gathers IP address range data f...
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I had a use case that eventually required performing IP address lookups in a given list of CIDR ranges, as I maintain an open source project that gathers IP address range data f...
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Next Generation Semantic Search grew out of a game a friend runs on WhatsApp called Picardle. Instead of guessing words, players are shown screenshots from Star Trek: The Next Generation and try to identify the episode by describing its plot. Exact episode titles are rarely guessable, so scoring is based on semantic closeness rather than […]
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I like this definition of product management from Lenny’s newsletter: Your job as a PM is to deliver business impact by marshaling the resources of your team to identify and solve the most impactful customer problems. I think it clearly encapsulates one of the hardest things about the job which is that it entails both […]
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What are strategies for being a productive developer with ADHD? How can you help your team members with ADHD to succeed and complete projects? This week on the show, we speak with Chris Ferdinandi about his website and podcast "ADHD For the Win!"
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Die Familienkutsche – Früher reiste man in einer Kutsche von Stadt zu Stadt. Heute ist man mit der Familienkutsche sehr viel schneller unterwegs.
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Sink is now available for download on the App Store! Sink was built and released as part of the RevenueCat Ship-A-Ton contest. Sink is a read-it-later app with a focus on keeping all articles you have read in a fully searchable archive. It includes a built-in markdown notes editor, AI article summarization and full offline... Read more » The post Sink – read it later app for iPhone first appeared on Swift Fox Software LLC .
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For the first time in almost ten years, I effectively wrote no posts in the past month. The only post I did write was my standard monthly book-reading post:
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明報社評】黎巴嫩接連發生傳呼機及手提對講機集體爆炸，至少18人死亡，當中包括兒童，另有數千人受傷。由於黎巴嫩武裝組織真主黨很多成員都有使用相關通訊設備，外界普遍相信這是一場由以色列策劃的襲擊，中東戰火恐進一步升級，不排除以軍乘勢在黎南展開大規模軍事行動。今次集體爆炸的數千部傳呼機及對講機，疑在生產過程中加入了爆炸裝置。事件令人震驚之處，在於一些日常用品竟可隨時變成國家級恐襲殺人武器，經濟全球化下生產供應鏈錯綜複雜，真的要動手腳，根本防不勝防。世局不安，大國激鬥，經此一役，相信很多國家將更強調從國安角度考慮供應鏈問題，國產化、友岸外包等趨勢將更突出。 突襲重挫真主黨 中東戰火恐擴大 加沙戰事爆發快滿一年，數以萬計巴勒斯坦人死亡，以軍並未達到剷除哈馬斯的目標，中東局勢則持續緊張。這邊廂，伊朗支持哈馬斯、真主黨等區內盟友，繼續對抗以色列；那邊廂，以色列涉嫌以暗殺等狠辣手段，打擊敵對勢力，包括轟擊伊朗駐敘利亞使館殺死革命衛隊指揮官，以及炸死身處德黑蘭的哈馬斯領袖。今次發生在黎巴....
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