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naderkhalil

139 karma · joined March 10, 2016

Co-founder of Brev.dev | YC W20 | UCSB
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naderkhalil··on Brev: Start fine-tuning and training models in < 10 minutes
We work with smaller data centers that have single node GPU capacity. So while there's a shortage for clouds that have capacity for clusters, we're focusing on aggregating single nodes behind a unified API. It works for our users too-- a single A100 is more than enough to fine-tune llama2 or Mistral7b on your own data.

Also, as you can imagine, the smaller data centers have a pretty rough experience for provisioning. Our API handles difficulties from those smaller data centers to make the experience consistent with provisioning from a major cloud service provider.

naderkhalil··on Brev: Start fine-tuning and training models in < 10 minutes
Hey! Co-founder of Brev.dev here and was in that video. We're actually a small team of 3-- makes it easy to maneuver when marketing and product are the same :)

We were building cloud dev environments in 2021, which I now feel strongly do not have PMF. Writing a fun post on that...

We were trying to make coding in the cloud as seamless as coding locally. Users started using that for GPUs ~1 year ago. A solid dev env experience makes sense for AI/ML developers. The infrastructure problems are more complicated & more expensive.

We've since reworked our product and aim to build AWS SageMaker but without the confines of any particular cloud. We're starting by sourcing cheap GPUs & having 1st class notebook experience for fine-tuning and training. Inference coming soon!

naderkhalil··on A simple guide to fine-tuning Llama 2
Hey, you could use a template on brev.dev to spin up a gpu box with the model and Jupyter notebook. Alternatively, the falcon 7b model should be small enough for colab
naderkhalil··on Replit's new Code LLM: Open Source, 77% smaller than Codex, trained in 1 week
Finetuning a smaller model leading to better performance seems like a significant finding that'll lead to a lot of companies fine-tuning their own internal "ChatGPT"s
naderkhalil··on Ask HN: What do you use for ML Hosting?
That makes sense, Brev.dev is a really simple way to run your code on a configured GPU without having to change your code. It'll also optimize your GPU to save money when possible.
naderkhalil··on Show HN: New AI edits images based on text instructions
Hey, founder of Brev.dev here. Brev lets you suspend the instances when not in use, and also auto-stops it after 3 hours of inactivity to avoid expensive surprises. Would love for you to give it a shot
naderkhalil··on Using ChatGPT to make Bash palatable
yeah absolutely. I think interacting with chrome and also parsing/iterating files were hard parts that ChatGPT breezed through.
naderkhalil··on Using ChatGPT to make Bash palatable
That would be a great follow on. I posted the repo if you want to leave any feedback or help me continue building it out: https://github.com/brevdev/dev-browser
naderkhalil··on Using ChatGPT to make Bash palatable
ChatGPT has opened my eyes to how powerful Bash can be. Interesting idea about branching full workflows and not just the browser.
naderkhalil··on Using ChatGPT to make Bash palatable
It's surprisingly good at helping figure out what went wrong. Try asking it "something went wrong and I'm not sure what. What should we try next?"
naderkhalil··on Using ChatGPT to make Bash palatable
100%, also just looking up dev docs for frameworks. Something like "write a post API in Golang's Gin framework" instead of looking up what that syntax was again
naderkhalil··on Using ChatGPT to make Bash palatable
Totally! I found ChatGPT to be more helpful in this use case since it outputted full code snippets instead of generating it line by line. The context was also extremely valuable in making iterations (like "make it work for mac")
naderkhalil··on Show HN: Explainpaper – Explain jargon in academic papers with GPT-3
Congrats on this launch. Super valuable product
naderkhalil··on Run Stable Diffusion in 4 minutes
The GPU described in the blog post is $1.45/hr. You can also deploy it in your AWS account
naderkhalil··on Our experience upgrading from go v1.17 to v1.18 for generics
Oh wow! Just updated. Thank you for pointing this out
naderkhalil··on Launch HN: Living Carbon (YC W20) – Trees that capture and store more carbon
This is a very clever approach. After reading through the comments, I really appreciate your focus on ecosystem impact. This seems to be one of the most direct approaches to solving the climate crisis. I'm rootin for y'all!
naderkhalil··on Ask HN: Which companies are hiring in-person teams?
We felt the same way. This Paul Graham quote is funny “If Zoom were the default and someone just invented face to face, it would seem like an amazing step forward.”

We’re growing our team and are in person in SF if you’re interested: nader at brev.dev

naderkhalil··on Ask HN: How do you find (again) joy in software dev with so much setup?
This is a huge pain, mostly stemming from using the same computer for different projects, because dependencies start to conflict. Big companies (fb, google, workday) solve this with cloud-hosted dev environments. Cloud environments let me contribute to our code base as a technical founder without having to have the technical expertise of a CTO. I'd rather not go back because while I know how to code, I'd rather not spend time configuring dev environments if someone can just share theirs with me. (disclaimer: I work at https://brev.dev)
naderkhalil··on Launch HN: Typedream (YC W20) – WYSIWYG website builder
This is a really powerful tool. The interface is so slick, honestly hats off, well done!!
naderkhalil··on Ask HN: Where do you find potential customers to validate your idea / MVP?
If you've scratched your own itch, find more people with your own itch. Try to onboard every user: this let's you show them how to use it, and you'll learn more watching them use it than any second-degree data you pick up.
naderkhalil··on Launch HN: Athens Research (YC W21) – Open-Source Roam Research
I used to use Roam before the $15/mo pricing (might be more than any subscription I have today). I've tried using a bunch of different notetaking apps: notion, obsidian...but I keep returning to my Apple notes. Looking forward to trying this out. Thank you!!
naderkhalil··on Apple Silicon M1 Disruption
> Will Microsoft now offer an official Windows 10 on ARM that can run on M1 Macs?...This could create trouble in the x86 PC world. Or will Microsoft, less committed to Windows than it is to its applications running everywhere, be content to see Office and more run (and generate revenue) on M1 Macs…and how will HP, Asus, Dell and others react? This is just the beginning of a new competitive layout.

Could this be good news for Linux?

naderkhalil··on Nearly 12M Square Feet of Vacant Office Space in S.F
SF won’t become Detroit. I credit SFs culture for a lot of the innovation seen here. Not sure if it’s gold rush energy or what, but there’s an unparalleled optimism and just people looking to reinvent themselves.
naderkhalil··on I am an Uighur who faced China’s concentration camps
I wonder if calling our representatives can help
naderkhalil··on Show HN: Built a timeline component for React with multiple layout modes
This is really cool! Does it support printing or converting to pdf well?
naderkhalil··on Quibi Is Shutting Down
TikTok is mobile-first, vertical video format that I can still watch on my desktop. Makes sharing it or watching funny ones with SO very easy
naderkhalil··on Show HN: Glowbom – Using voice to make software
Hi! Interesting approach. I'm curious what led you to use voice as the interaction mechanism?
naderkhalil··on Journal 2.0: Mental Space for What Matters
This is really cool. I like the idea of "spaces" per project. Any thoughts on how to integrate hand written/ios pen written notes into the workflow?
naderkhalil··on Launch HN: GitDuck (YC S20) – Zoom for developers with real-time code sharing
I also found solving conflicts fun for the first time! Absolutely love using GitDuck with my cofounder.
naderkhalil··on Launch HN: GitDuck (YC S20) – Zoom for developers with real-time code sharing
I’ve never been on a Zoom call with 100+ users. While Zoom supports that, it’s not the main use case. I think saying “zoom for x” is an appropriate and efficient way to describe collaboration apps.
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