The Full Stack

News, community, and courses for people building AI-powered products.

[The Full Stack @full_stack_dl]

🥞🦜 Full Stack LLM Bootcamp 🦜🥞

tl;dr We're releasing our lectures on building LLM-powered apps, for FREE.

🚀 Launch an LLM App in One Hour
✨ Prompt Engineering
🗿 LLM Foundations
🔨 Augmented LLMs
🤷 UX for LUIs
🏎️ LLMOps
🔮 What's Next?
👷 Project Walkthrough

Learn more:

[Sergey Karayev @sergeykarayev]

This is the most interesting recent benchmark result that I've seen:

The 100-line mini-swe-agent harness gets better performance out of Opus, GPT, and Gemini than their respective bespoke harnesses.

(As measured on the excellent DeepSWE bench).

Why would that be true?

[Sergey Karayev @sergeykarayev]

https://t.co/tnvx05R2ZA

[The Full Stack @full_stack_dl]

Would you be interested in a course or workshop on ✨Building Software with AI Agents✨???

[Sergey Karayev @sergeykarayev]

What percentage of your Twitter feed (the stuff you actually read, not just scroll past) do you believe is currently written by AI?

[Sergey Karayev @sergeykarayev]

LLM Provider Comparisons

1. @withmartian
2. @ArtificialAnlys
3. @FixieAI

[Sergey Karayev @sergeykarayev]

Has anyone done comprehensive testing of gpt-4-vision-preview?

I want to know stuff like the minimum text size it can read, the radius of the smallest circle it can locate in an image, the number of circles it can count, etc.

Could be an automated benchmark for other models too

[Sergey Karayev @sergeykarayev]

Which set of statements do you agree with?

1. AGI is as much or more of a risk to human flourishing as nuclear weapons

2. I have a good idea for what should be done about that

[Sergey Karayev @sergeykarayev]

Has anyone had good experiences with GPT-powered code generation for complete web app features?

As in, you describe what should exist, and GPT actually provides the source of all the necessary files and where they should go.

Ideally in the context of Ruby on Rails.

[Sergey Karayev @sergeykarayev]

Let's say that a US-based research company has developed an AGI model that was able to use the browser, pass captchas, hire people on Upwork, and lie about its intentions.

What should they do after observing this?

[AI by the Bay @ScaleByTheBay]

We bring in @full_stack_dl, a venerable boot camp crew that pioneered technical deep dives into deep learning where people fly in from around the world. 🥞 Their #LLM Bootcamp in the spring was sold out and this is your chance to attend the ➡️ version.
👉 https://t.co/9vW3YtaoKR

[The Full Stack @full_stack_dl]

We're live to talk about production AI, LLMs, open source, and more!

https://t.co/Sou4wfI8Ut

[The Full Stack @full_stack_dl]

We're also about 3 weeks away from our latest LLM bootcamp.

@karpathy called the last version "high-quality tokens". Register soon if you want to make sure you get a spot!

The bootcamp is in Oakland on November 13. You can register here: https://t.co/nCNgdt63eL.

[The Full Stack @full_stack_dl]

We're hosting a livestream with @ScaleByTheBay, this coming Monday at 1:30 pm PST.

Come join us on your YouTube channel to talk about LLMs in production and more.

https://t.co/FOiTDZU4AP)

[Sergey Karayev @sergeykarayev]

Solutions from replies:
- @OpenPipeAI looks exactly right https://t.co/tEZqua1nJR
- @PortkeyAI launching feature soon
- @analyticsaurabh building his own

I currently use @helicone_ai, any plans from them?

[Jo Kristian Bergum @jobergum]

Wow - don't miss this!

[Sergey Karayev @sergeykarayev]

Is there a service I can use to pipe my GPT-4 calls through, and it automatically finetunes GPT-3.5 (or whatever) on all of them, and lets me know when it's up to par?

[The Full Stack @full_stack_dl]

This is sadly true!

If you want the latest version, come join us in November for our in-person workshop with @ScaleByTheBay

https://t.co/nCNgdt5vpd

[Harsh Bindal @Harsh_who_me]

Just realized that even the best and most up-to-date #LLMbootcamp from @full_stack_dl is partially outdated! The field is rushing! #LLM #fullstack

[Sergey Karayev @sergeykarayev]

It feels like something to be you.

Do you think it feels like something to be GPT-4?

[Sergey Karayev @sergeykarayev]

By what year will there be an AI that is more capable than most humans in most domains of digital work (e.g. you can tell it to do anything you currently hire a white collar professional to do, and it does the job better than the median human)?

[The Full Stack @full_stack_dl]

If you can't make it in-person, check out our materials online instead!

Our last LLM bootcamp (as well as our deep learning course) are available for free on our website.
https://t.co/B9mY4kjRc5

[The Full Stack @full_stack_dl]

🥞🦜 New LLM Bootcamp Announcement 🦜🥞

In 2023, the AI world speedran through models, architectures (e.g., RAG), and frameworks (e.g., @langchain).

After a year of hype, what's *actually* working?

This November, we'll show you, in our latest class on building prod LLM apps

[The Full Stack @full_stack_dl]

You can register for the course here: https://t.co/jyOeLUyrYf

We hope to see you there!