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gergan shared this post · 13h ago
amerpie

A Deep Dive on EagleFiler

EagleFiler

I've built what amounts to a database of my entire digital life stretching back to the early 90s, using the super powers of EagleFiler from C-Command Software and the highly respected, veteran developer, Michael Tsai. EagleFiler is the ultimate everything bucket for my needs. With it I can quickly locate any email, social media post, blog article or work document that I have ever created, plus more. EagleFiler is much faster than Spotlight at finding what I am looking for. It provides a very scalable way to organize, annotate and expand any project.

What's in My EagleFiler

  • Nearly 160K emails stretching back to 2005
  • Web archives with the original link, and formatting for thousands of web pages imported from my bookmarks and added with convenient system wide tools over the past couple of years.
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srikat Unfortunately, EagleFiler is quite RAM-hungry.

Here it is w/o doing any indexing, just sitting idle in the background:

https://preview.redd.it/o7nmvb1w4mig1.png?width...

Feb 10 1 like
amerpie Author https://preview.redd.it/4q7cml7k1nig1.jpeg?widt...

You are not wrong. I think the rewrite in Swift will alleviate this to a large extent.
Feb 10 1 like
srikat Looks like we are wrong.

The developer replied to my forum post on this that we should look at Private Memory and not Memory.

https://forum.c-command.com/t/high-ram-usage/17481/3?u=sridhar
Feb 10 1 like
amerpie Author He’s a good guy and responds with facts. Doesn’t get defensive. Feb 11 1 like
mfr3sh Edit

I completely overlooked that second to last paragraph which led to a large misunderstanding on my part. I see now the dev has intentions to upgrade to Apple Silicon at some point in the future.

My initial (mis)understanding was that they weren't interested at all in a full Apple Silicon release.
When I asked Michael about his plans for the future of EagleFiler her gave me quite a list. "The top priority is making it fully Apple Silicon native and at the same time rewriting it in Swift. Another high priority is adding a widescreen view (i.e. with the preview pane on the side instead of the bottom). Lots more new features, optimizations, and refinements are planned. I love EagleFiler as is (and use it every day to run my life as well as to help develop the app itself), but I think there's so much potential to make it even better."Original comment:

~~Rosetta is indeed a deal breaker. It was meant as a stop gap to allow devs time to migrate and for compatibility with legacy software. A translation layer will never run as efficiently as native.~~

~~Considering a paid piece of software, which is still releasing updates, hasn't yet released native ARM binaries 5 years later... Is wild IMO.~~
Dec 5, 2025 1 like
mjtsai It’s not in maintenance mode. As the review says, we’re in the process of rewriting the whole app. The plan all along has been to make it fully native on Apple Silicon. But it’s not just a matter of updating a few things and recompiling, as is true for many apps. EagleFiler is built using a language and frameworks (Python and its associated libraries and connection to Cocoa), which Apple once blessed for development and bundled with every Mac but that didn’t make the jump to Apple Silicon. There is no migration path that doesn’t involve going through every line of code. So that’s what I’ve been doing, taking the time to do it right: using Swift, updating the architecture, replacing the e-mail library from Python with the battle-tested one that I developed for SpamSieve.

It’s a big project, and there’s been a lots of other stuff going on at the same time. I didn’t want to let the old version rot while working on the new one. So it’s gotten lots of updates with new features, updated UI as macOS fashions have changed, rewritten subsystems as new macOS versions broke various things. Another big distraction was my main app, SpamSieve, which was just finishing its own Swift rewrite when Apple dropped support for Mail plug-ins and I had to completely redesign how it integrated with Apple Mail.

The goal wasn’t to race to port the code to Apple Silicon as soon as possible. It was to work towards a native version that will be a great foundation for the next 20 years, while staying in business and keeping everything working and as bug-free as possible at all times.

I get that having Rosetta under the hood is not aesthetic, but as a practical matter it works really well, Apple has committed to supporting it for at least two more major versions of macOS, and I hear from users who switched to EagleFiler because it’s \*faster\*. This is actually not really a surprise because (a) EagleFiler has as solid architecture (being designed around the limitations of Python at the time) and (b) being very familiar with the code and profiling it, I know that when there \*is\* slowness it’s mostly not because of the Rosetta translation. (Also, some of the most processor-intensive parts of the app are already broken out into separate helper processes, which do run natively.)

Bottom line, of course I would have liked to get off Rosetta sooner, but we’re using it as intended: as a temporary bridge.
Dec 6, 2025 9 likes
mfr3sh My sincere apologies, I somehow missed that entire first paragraph immediately after "the road ahead". Had I read that, I would've realized you're working on a ARM native release along with a complete rewrite.

Missing that key paragraph, I was under the mistaken impression you weren't interested in a native Apple Silicon version. Again, my apologies. I am well aware it's not a trivial task to migrate to a different architecture. It simply came across as you didn't care, so I threw in some commentary that I now realize was very silly.

I appreciate you taking the time to respond with such detail and insight. Excited to see how the new version turns out. 🙂
Dec 6, 2025 3 likes
skorens Eagle Filer is a great application. I use it on a daily basis.

\* stable and reliable
\* fast
\* easy to use
\* useful without having to heavily customize it (but also has many customizations)
\* smart architecture, provides organization but not locked to product if I want/need to migrate (unlike Yojimbo)

I migrated to Eagle Filer from Yojimbo (well, really, I am \_still\_ migrating because PROCRASTINATION) and I have not been disappointed.

I am looking forward to moving 30 years of email out of Apple Mail/Fastmail and into Eagle Filer.

I am looking forward to future LLM support!

I appreciate the effort to maintain and advance this type of application in our current software development environment. I am a current paid customer and I will be purchasing the new version when it is available.

Kudos and thanks to all involved in building and maintaining this very necessary application!

❤️
Dec 22, 2025 1 like
amerpie Author Rosetta was not written for the convenience of developers. Rosetta was implemented and maintained so that consumers could use legacy software. Even a small-sized school district will spend more on a single order for a single title than you'll spend on software in your entire life. People underestimate the amount of business that Apple does in the educational market. I've touched literally tens of thousands of Macs over the past 30 years, and I've nursed them to the very end of their lifespan because of the constraints on educational budgets. And just because a district buys new computers doesn't mean that they're going to purchase new software at the same time. As this relates to EagleFiler, I tend to cut independent developers some slack because many of them have day jobs and write the software that makes our lives easier in their spare time. People who refuse to use Rosetta may have marginally faster computers, but they miss out on a lot of opportunities to use quality software from quality developers. Dec 5, 2025 3 likes
mfr3sh For what it's worth, I did not intend for my commentary to come across as hostile. The dev, Michael, pointed out I grossly misread the last section of your review where it clearly mentions a new Apple Silicon version is indeed in the works.

Having missed that critical piece of info, I assumed the dev simply didn't care or have the time to migrate to Apple Silicon. For a paid app, with active releases, I felt it was a legitimate call out.

I realize now it was all a silly misunderstanding on my part. 😅
Dec 6, 2025 3 likes
amerpie Author No worries, mate Dec 6, 2025 3 likes
mfr3sh As this relates to EagleFiler, I tend to cut independent developers some slack because many of them have day jobs and write the software that makes our lives easier in their spare time.Half a decade is quite a bit of slack. Sounds like the software is in "maintenance mode" which is perfectly fine. I get it. People have lives outside their side projects.People who refuse to use Rosetta may have marginally faster computers, but they miss out on a lot of opportunities to use quality software from quality developers.It's not just about speed, but efficiency which directly translates to higher resource/energy usage and lower battery life.

Apple has previously discontinued emulation layers in future OS releases, making native ARM support a more sustainable long-term solution.
Dec 5, 2025
gergan shared this post · 3d ago
imthemfe

Where to host immich?

Hi! Does immich plan to offer a hosted paid plan? If not, can you recommend me where could I easily and safely store my photos for easy access? I would have a spare laptop, but I want to access my photos when I'm not at home, and I heard that opening a port to the public asks for trouble. Another option would be pikapods, but I do not know how good they are in terms of privacy, security and backups.

4
R0ad13 Contabo vps Jan 26, 2024 1 like
Tough-Bridge-8585 NAS Jan 26, 2024
gergan shared this post · 3d ago
GarifalliaPapa

Top causes of death and their relation to aging with scientific evidence and practical tips.

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GarifalliaPapa Author Best scientific research:

1. Hallmarks of Aging: An Expanding Universe
This updated review expands the original framework to 12 hallmarks of aging, adding dysregulated autophagy, chronic inflammation, and dysbiosis while incorporating the latest evidence. It explains how targeting these hallmarks could delay or prevent many age-related diseases simultaneously.
https://www.cell.com/cell/fulltext/S0092-8674(2...

2. Geroscience: Linking Aging to Chronic Disease
This review presents the Geroscience Hypothesis: aging is the major risk factor for most chronic diseases, and interventions that slow biological aging may reduce the incidence of cardiovascular disease, cancer, diabetes, dementia, kidney disease, and other age-related conditions at the same time.
https://pubmed.ncbi.nlm.nih.gov/25417146/

3. From discoveries in ageing research to therapeutics for healthy ageing
This comprehensive review summarizes the biology of aging, including cellular senescence, mitochondrial dysfunction, epigenetic alterations, stem cell exhaustion, and inflammation. It reviews emerging therapies, such as senolytics, partial epigenetic reprogramming, and metabolic interventions, that aim to extend healthspan by targeting aging itself.
https://www.nature.com/articles/s41586-019-1365-2
3d ago 1 like
gergan shared this post · May 25
gatopep

Accounting software? For sole proprietor LLC

Hey all,

I have been using Quickbooks Self Employed for many years, and while it's ok, the UI kinda sucks, and I f**king hate Intuit. I have a powerful NAS with 3-2-1 status, and I want to stop paying $15/mo forever for QBSE. What is out there that is as close as possible to a direct replacement? I can accept that automatic bank transaction imports is likely a dream in self hosting, but I'll get over it. Any suggestions are greatly appreciated.

ETA:
I am the only owner/employee, I don't do payroll, and I don't even use it for invoices. Literally just for tracking expenses vs income.

25
FridayMcNight I have Firefly-iii. I have a different use case, and I'm a know nothing hack when it comes to accounting, but I like it. Can't hurt to look. It was easy to set up and configure, and the account access through SimpleFin bridge was easy.

Apr 9 2 likes
RentalGore As a single member LLC myself, I recently switched from Harvest/Quickbooks to Actual Budget and Invoice Ninja. with n8n workflows it’s automated my categorization, invoicing and tax prep tasks for the most part.

I’m not the hugest fan with invoice ninja, but it works pretty well. I wish it was simpler to invoice for services on a task basis as that’s what my contracts usually are.0

Actual has been great. I use the simplefin bridge to bring in my business accounts.

The only thing I miss now is vendor payments and 1099 issuance. But my accountant does that for me anyway.
Apr 9 2 likes
gergan shared this post · May 24
ParachuteBackup

Parachute Backup for Mobile is here, allows you to backup your entire iCloud Drive & iCloud Photo library to your own storage, NAS, network drives, external drives, etc. I'm here to answer any questions you may have!

Hi r/selfhosted! Super excited to share with this group an iOS I just launched, and use to backup my entire iCloud Drive and Photo library to my own NAS.

Parachute Backup is a set-and-forget backup companion for iOS. It automatically syncs your memories—photos, videos, and documents—from iCloud Photos and iCloud Drive to your own storage -- such as a USB drive, external hard drive, network drive, self-hosted NAS, Google Drive, OneDrive and more. You can manually run backups, or setup scheduled backups to kickoff automatically.

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Aretebeliever I would love to offer this to family members to offload their iOS photos to my server but encrypted so I don’t have access to it.

I use icloudpd for this, but I can view the files, and I’m sure my family wouldn’t want that.
Aug 16, 2025 3 likes
ParachuteBackup Author That’s something on the list for a future improvement :-) Aug 16, 2025 3 likes
Jcarlough Great price! I’ll be checking it out!

Edit - your app is terrific! Super easy to use!

Feature request (if possible) - ability to rename folder file sources.

Easy example is to select “On My iPhone” as a source folder option. The name displayed is “File Provider Storage” - which is its correct path - but not exactly easy to identify that, “yes, this is my local iPhone storage,” when selecting which source files I want to backup when running an ad-hoc backup.

This naming appears to happen with any “app created” file folders as well.

I can shoot you a screenshot or two if what I’m describing makes no sense.

Great job!
Aug 16, 2025 3 likes
ParachuteBackup Author Awesome! Hope you enjoy it :-) Aug 16, 2025 1 like
gergan shared this post · May 24
tishou23

ЩО ВИКАХТЕ БАНГАРАНГАТА БЕ?!?!

139
Defiant-Equipment-93 "Мъдрият български народ" .. И тия амеби ли сме щели да ги питаме на референдуми за въпроси касаещи финансовото и икономическото бъдеще на държавата ахахахахахах May 24 1 like
PVanchurov Bots, just saying. May 24 1 like
gergan shared this post · May 24
jawheeler

Which one should I use for online content archiving? Linkwarden or Karakeep?

I just installed Karakeep after using Linkwarden for a while. Which one should I use? I'm quite undecided. Please, help!

119
Vaviloff A bit late to the party, I'm also shopping for the bookmark manager with archiving.

Probably this is not needed by a lot of people but my OCD self really liked the \nested\ lists (collections) in Karakeep.
Oct 15, 2025 3 likes
vghgvbh They're both kinda shit in my opinion.

Linkwarden has the UI Design of a 2000s app. 30% of the dashboard are wasted with a non-clickable bragboard how many articles you collected. Customizability zero.
You can create Folders/Categories but for some absolutely stupid design reason the developer choose to make the icons all unicolor.

Karakeep has a way more intuitive GUI and better functions like Ai tagging and link description etc. But it's not there yet. Most articles which I saved couldn't generate a banner picture. Karakeep cannot pass cookie banner while fetching a site so all websites out of the EU are basically unavailable to fetch. You cannot even fetch a simple reddit post because it's blocked by a large cookie terms banner. Also the mobile app is not usable at the moment as it lacks basic functionality.

Right now functionality wise raindrop.io is the most sophisticated link grabber. But it's not selfhosted and also not free if you want to save articles offline. In raindrop you can also upload your own icons for categories of your liking. The app on ios and android is near perfect.

I hope karakeep reaches a certain maturity in a couple of years. For linkwarden I have no hope, the GUI is horrible, icons included.
Apr 20, 2025 7 likes
Certain_Repeat_753 Has there been any meaningful update to address that? I'd like to archive Reddit posts too. Mar 15 2 likes
guesswhochickenpoo I had roughly the same opinion of Linkwarden but for different reasons. It’s bloated and when I tried to save a Reddit post, it didn’t even scrape the title properly. It just gave the generic “Reddit, the front page of the Internet” title. Huge fail.

I just found out about Readeck from another comment and it looks really promising. Honestly looks like a more polished version of Karakeep but without the AI part. It even supposedly saves videos to which was one of the big features of Karakeep that I wanted. Going to give it a try.
Apr 20, 2025 3 likes
vghgvbh Is readeck selfhostable in docker? Apr 20, 2025 1 like
vghgvbh Oh thanks! Much appreciated Apr 20, 2025 1 like
guesswhochickenpoo Just tried it briefly and found a couple problems already. One it does a terrible job at saving a Reddit post. At least when I tried to save this thread. Just like link warden it failed to get the title of the actual post and just give the generic Reddit at front page title. Also, it doesn’t seem to save a YouTube short video just the video description and transcript. However it does a great job of saving the text from the short got the entire transcript the description and everything in a pretty clean format. I’ll have to play around a bit more and see if I can get it to save the actual video like Karakeep does.

Edit: Just realized the doc says this about video "A video is a page that was identified as a video container (ie. a link to Youtube or Vimeo). It renders a video player. Please note that videos are played from their respective remote servers." Bummer
Apr 20, 2025 2 likes
Affectionate_End1412 did you add the SingleFile extension and set it to feed into Karakeep. That avoids all the frontend robot checks and such. Dec 3, 2025 1 like
bdu-komrad I tried readeck and missed being able
to download pages for offline storage. Also , the interface is confuse as when you mark and article as “read” , it still appears in the “unread” view. You have to archive a page to remove it from Unread.

The dev knows about it, but hasn’t fixed it yet.

The app was easy on install and it looks nice, but it needs some work. 
May 27, 2025 1 like
Silencer306 Readck does not save reddit posts correctly right? Sep 7, 2025 1 like
guesswhochickenpoo Can't remember. I know I tried it briefly and something about it was a show stopper, at least at the time. Might have been reddit posts. I know Karakeep has been doing a great job with reddit posts in recent releases at least vs the other tools. At least when it's textual. When it's other types of posts like images or other formats it can be a bit messier. This was a save comment but text posts often look like this too, but not always.

https://preview.redd.it/gm7fvx7uftnf1.png?width...
Sep 7, 2025 1 like
Silencer306 Thanks, I just tried Karakeep, but it never downloads anything. Everything says "Failed to fetch link contents". Do you think there is some config I am missing? Sep 7, 2025 2 likes
guesswhochickenpoo Is that just for Reddit or all sites? Sep 7, 2025 2 likes
Silencer306 All sites, nothing seems to work Sep 7, 2025 1 like
guesswhochickenpoo Definitely a config issue then. Sep 8, 2025 1 like
marywang2022 Did you solve the cookie banner issue? It's so frustrating. If not, could you recommend me an alternative as simple as Karakeep? Archivebox is too complicated for me. Apr 14 1 like
gergan shared this post · May 13
dolfin4

Πατατοκεφτέδες - Patatokeftédes (potato & cheese balls/croquettes, cheese & vegan versions)

21
dolfin4 Author Πατατοκεφτέδες - Patatokeftédes (potato & cheese balls/croquettes, cheese & vegan versions)

vegetarian with egg and dairy
a few recipes are vegan

Here's a wonderful food that you can make at home!

They're potato croquettes or "meatballs". Some are baked, some are and fried. In addition to potatoes, some additional base ingredients may include bread crumbs and/or flour. Some also add onions, And many will also add classic Greek herbs such as mint or parsley)

Traditionally, these also include cheeses! But if you prefer, there are also some vegan recipes that omit cheeses and egg. One adds soy cheese.

Here is are the Greek cheeses mentioned in the recipes, and substitutes you can use:

graviéra - alternative: gruyère, pecorino toscano, pecorino romano, asiago
kefalotýri - alernatives: pecorino romano, parmesan, or manchego
kefalograviéra - it's like halfway between kefalotýri and graviéra, so you can use any of the alternatives for those two cheeses
arsenikó - alternative: pecorino romano
féta

Now, traditionally, there are two regional versions. The Epirus version uses féta and the Cyclades version uses the hard cheeses, namely graviéra, kefalotýri, kefalograviéra, or arsenikó. Some of the recipes below are more of the féta Epirus type, while others are Cycladic recipes with hard cheeses. But some recipes also mix the two!

So browse through the recipes and see what appeals to you most. Also, have a look at the similar prasokeftédes (https://www.reddit.com/r/greekfood/comments/1qj...),* which are leeks croquettes.

Recipes in Greek:

With cheese:

https://www.icookgreek.com/syntagi/patatokeftedes/

https://akispetretzikis.com/recipe/5126/patatok...

https://www.gastronomos.gr/syntagh/patatokefted...

https://tasty.athinorama.gr/suntages/almires-sy...

https://xrysoskoufaki.gr/πατατοκεφτέδες-χωρίς-α...

https://aples.gr/patatokeftedes-feta/

https://xrysessyntages.com/syntages/fagita/pata...

https://tasty.athinorama.gr/suntages/almires-sy... (https://tasty.athinorama.gr/suntages/almires-sy...)

https://www.daddy-cool.gr/sintages/afratoi-pata...

https://www.yiannislucacos.gr/recipe/hortofagik...

https://cooking.sigmalive.com/syntages/aygo-tyr...

https://www.zorbabook.com/recipe/10447/10447

https://xrysoskoufaki.gr/τραγανοί-πατατοκεφτέδε...

Vegan:

https://www.mothersblog.gr/syntages/story/79054...

https://www.giorgostsoulis.com/syntages/orektik...

https://www.monastiriaka.gr/en/blog/fried-potat...

https://www.monasticrepublic.com/syntages/laxan...

Recipes in English:

With cheese:

https://thegreekfoodie.com/potato-fritters-with...

https://akispetretzikis.com/en/recipe/5126/pata...

https://www.dimitrasdishes.com/patatokeftedes-g...

https://www.mygreekdish.com/recipe/fluffiest-po...

Vegan:

https://greekcitytimes.com/2024/01/08/patatokef...
May 13 1 like
gergan shared this post · May 13
MaxiMillion53

Exercise Library

Hey,

I‘m looking for an exercise library.

In general I‘m interested in the muscles worked by each movement. If I Google exercises I usually get plenty of results, however I‘m not able to tell how serious/scientific proven those websites are.

I do have a book about Olympic Weightlifting by Greg Everett and found a library for those kind of lifts on his website - both mostly focused on the Barbell. I would love such a thing for Kettlebell and Bodyweight movements.

I would prefer an online source, but if you have a good recommendation for a printed book I would appreciate it aswell.

4
Athletic_adv This is what you're looking for - https://www.amazon.com.au/Kettlebell-Strength-T... Mar 31, 2025 1 like
MaxiMillion53 Author That‘s it! Thank you very much! Mar 31, 2025 1 like
hraath https://kettlebellsworkouts.com/kettlebell-exer...


Greg Brookes website is pretty good for this
Mar 31, 2025 1 like
MaxiMillion53 Author Thats great, thank you! Apr 1, 2025 1 like
gergan shared this post · May 13
gergan shared this post · May 13
toadlyBroodle

Analyzed 75 longevity papers. Most of your stack is a nothing-burger. Here's what actually moves mortality

I compiled an open-source wiki of 75 peer-reviewed primary papers across longevity, rejuvenation, and preventive medicine. Trying to separate the signal from the multi-billion-dollar supplement industry. Sharing the verdict because if you're running a "longevity stack," most of it probably isn't doing what you think.

What the RCTs say doesn't work:

  • NMN / NR. Blood NAD+ rises, clinical endpoints don't. The latest large RCT (NR in long-COVID, 2025) is mixed at best across cognition and recovery markers.
251
Quick_Adhesiveness89 The problem with genAI is that people believe they are reasoning, whereas they are producing something which mimic reasoning.

Example:

“Vitamin D supplementation in non-deficient adults.”
Translation: “We gave supplements to people who do not need and it had no impact”

- Supplementation at which value?
- In “non-deficient” adults only (lol)
- Define the level of “non-deficient”
- daily dose or monthly?

I advise OP to challenge a bit more the output, for now it’s a bit GIGO.
Apr 25 8 likes
gtwooh AI slop. At least make an attempt to hide it Apr 25 8 likes
gergan shared this post · May 13
Working-Ad3755

Here many asking same question what is best for ML (resources) upvote it and read body

If you want a complete ML path (basics → advanced), these are honestly some of the best resources 👇

📘 Start with fundamentals

  • Hands-On Machine Learning (Aurélien Géron) → best book for concepts + practical intuition
  • Andrew Ng’s Machine Learning Specialization → most recommended beginner course on Reddit (clear + structured) ()

🎓 Build strong theory

  • Stanford CS229 (Andrew Ng lectures) → deeper math + real understanding
  • Covers regression, SVMs, kernels, etc.

⚡ Go practical (important)

532
toto_sheep Saved! May 2 2 likes
Nonavium Wont it be redundant taking cs229 after already reading Geron's book? Totally new to this btw May 1 3 likes
Working-Ad3755 Author No you'll understand when it comes to real world problem and research one how to approach solution using basic knowledge May 1
gergan shared this post · May 13
unclesmokedog

Shiitake Mushroom Bisque w/ Pumpkin

Very good. I roasted the pumpkin before stewing.

40
bonbonmon42 Do you think this would work with canned puréed pumpkin? Obviously, wouldn’t be as flavorful without roasting, but wondering if there’s a way to make this less of a project.

Look delicious!
May 8 3 likes
unclesmokedog Author you could, but I doubt it would be anywhere near as good. I used calabaza (west indian pumpkin) which my grocery store sells in 1- 1.5 lb wedges. it didnt take much time to prep, and i could have roasted them in the skin and then scooped out the flesh after roasting May 8 4 likes
gergan shared this post · May 13
nitayneeman

I wrote a deep dive into how LLMs work under the hood - tokenization, embeddings, attention and generation - all explained with runnable JavaScript

13
nian2326076 You've worked through some tough stuff! For interview prep, focus on how you can use your knowledge in real situations. Start by explaining tokenization and embeddings in simple terms. Use an analogy or quick example to show how they work. Next, talk about attention mechanisms. Try relating it to something familiar, like focusing on different parts of a conversation based on what's important. Finally, go over how generation works, and think about how you'd explain it to someone new. Keep it simple and relatable. Also, be ready to discuss any code you've written—what problems it solved and what you learned. This shows you can put theory into practice. Good luck! May 12 1 like
nitayneeman Author Thanks. Glad the article helped :) May 13 1 like
DD_ZORO_69 the transition from understanding basic neural nets to actually grasping how LLMs scale is a huge hurdle for most people. I really like how you handled the explanation of the "under the hood" mechanics without getting bogged down in too much jargon. It's rare to see someone bridge that gap between "surface level" and "impossible math" so well. I've been digging into late-stage training nuances lately and this was a solid refresher on the foundations. May 12 1 like
nitayneeman Author Appreciate that. The "surface level" vs "impossible math" gap is exactly what I was trying to thread. Most explanations either hand-wave the mechanics or assume you’re comfortable with backprop math before they’ll talk to you.

Curious what specifically you’re digging into on the late-stage training side - RLHF vs DPO tradeoffs? Constitutional AI?​​​​​​​​​​​​​​​​
May 12 1 like
gergan shared this post · Mar 3
Far_Contribution664

Ist Bluey die beste Kleinkinder Serie aller Zeiten?

Ich (41 J) gucke mit meinen Söhnen (6 und 2) Abends zwei Folgen Bluey und was soll ich sagen, selbst ich als Erwachsener finde diese Serie einfach klasse.

Sie ist lehrreich für die Kinder, hat versteckte jokes für die Eltern und macht einfach Spaß.

Peppa gucken meine Kinder nicht mehr, weil es echt blöd und albern ist.

Paw Patrol ist fast nur noch Marketing. Neue Hunde, neue Fahrzeuge etc.

Bluey ist da echt eine erfrischende Ausnahme.