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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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2 years 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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2 years 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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2 years 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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Engineering the Infinite: Why Game Development is the Ultimate Frontier for Engineers
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mitrapunk.com
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2 years ago
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eng
As engineers, we are the architects of innovation, the problem-solvers who transform ideas into reality. We design bridges that defy gravity, algorithms that decode complexity, and machines that propel humanity forward. Yet, amidst these tangible achievements, there lies a realm where the boundaries of possibility are not just pushed&
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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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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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We're excited to announce that Snyk AppRisk Essentials is rolling out for all Snyk Enterprise Plan customers.
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Securing Your Email Sending With Python: Authentication and Encryption
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stackabuse.com
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2 years ago
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eng
Email encryption and authentication are modern security techniques that you can use to protect your emails and their content from unauthorized access. Everyone, from individuals to business owners, uses emails for official communication, which may contain sensitive information. Therefore, securing emails is important, especially when cyberattacks like phishing, smishing, etc.
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From time to time, I want to grab a source code viewport of sorts and feed to an LLM for questioning. From Emacs, I normally use chatgpt-shell 's chatgpt-shell-prompt-compose, which automatically grabs the active region. This led me to explore a few options to select a region, or maybe even roll my own. I should also mention, these regions don't typically require compilable/complete structures. In most of these instances, I just reach ou....
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Ep. 7: Enhancing AI with Message Chaining and Accuracy Scoring
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www.ardanlabs.com
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2 years ago
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eng
Introduction: Welcome to the final episode of our Intro to Generative AI series! In this episode, Daniel Whitenack takes the concepts you’ve been learning and shows you how to apply advanced techniques like message chaining and factuality scoring to make your AI-driven systems smarter and more reliable. This session will help you understand how to create workflows that combine multiple models, ensuring your AI can provide accurate, context..
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Please enjoy Cory Doctorow's fantastic presentation on taking back the internet from last month at DEF CON 32. Cory's takes are always thoughtful, provocative and it was his deshittification concept that helped inspire the DC32 theme. More videos from DEF CON coming soon.
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A few times a week I go running with my dog on a local trail. I wake up early and immediately hydrate. Then I put on my running clothes and go downstairs. I fill up my water bottles and put them in the running vest. I grab a treat for the dog. I strap the heart rate monitor to my chest. I lace up my shoes. I select a workout on my watch. I put on a buff and sometimes a headlamp. I put my phone in my vest. Then I grab the leash and..
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A few times a week I go running with my dog on a local trail. I wake up early and immediately hydrate. Then I put on my running clothes and go downstairs. I fill up my water bottles and put them in the running vest. I grab a treat for the dog. I strap the heart rate monitor to my chest. I lace up my shoes. I select a workout on my watch. I put on a buff and sometimes a headlamp. I put my phone in my vest. Then I grab the leash and..
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Dive into the world of AI and LLM security with Snyk Learn's new free learning path. Learn how to protect your AI systems from the OWASP Top 10 vulnerabilities. Master prompt injection, sensitive data disclosure, and more. Start your AI security journey today!
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Elastic named a Leader in IDC MarketScape: Worldwide SIEM for Enterprise 2024
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www.elastic.co
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2 years ago
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eng
Elastic Security is named a Leader in the IDC MarketScape for worldwide SIEM enterprise 2024 vendor assessment.
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Recently with friends we talked about an early web site I’ve programmed, probably the very first web service I’ve ever done. It was a simple dictionary. Back then, we had Nokia phones without real web browsers, just something called the WAP protocol and WML markup. Since I struggled with foreign languages as a student (I still do!), I decided to create a mobile site in WAP/WML to help me translate words, show definitions, thesaurus entries,..
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Recently with friends we talked about an early web site I’ve programmed, probably the very first web service I’ve ever done. It was a simple dictionary. Back then, we had Nokia phones without real web browsers, just something called the WAP protocol and WML markup. Since I struggled with foreign languages as a student (I still do!), I decided to create a mobile site in WAP/WML to help me translate words, show definitions, thesaurus entries,..
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Large language model evaluation: The key to GenAI success
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www.thoughtworks.com
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2 years ago
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eng
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Your browser does not support the video tag. Google Deepmind recently released Diffusion Models Are Real-Time Game Engines [Site] | [Paper], a fascinating paper wherein a modified Stable Diffusion model acts as the game engine for the classic game of DOOM. Player actions are fed directly into the model (which they called GameNGen), which outputs a generated image of the next frame 20 times a second. The game state and display is entirely h..
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Did I really write an entire article about the Belarusian government's allegations that Pokémon GO is a spy tool in order to deliver a pun?
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I wanted to test low-level file-system behavior in preparation for a new feature for RavenDB. Specifically, I wanted to look into hole punching - where you can give low-level instructions to the file system to indicate that you’re giving up disk space, but without actually reducing the size of the file. This can be very helpful in space management. If I have a section in the file that is full of zeroes, I can just tell the file system that....
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Apktool v2.10.0 has been released with parallelization, reproducible builds and an upgrade to baksmali/smali.
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