AI Pub

AI papers and AI research explained, for technical people. Get hired by the best AI companies:

[AI Pub @ai__pub]

// Stable Diffusion, Explained //

You've seen the Stable Diffusion AI art all over Twitter.

But how does Stable Diffusion _work_?

A thread explaining diffusion models, latent space representations, and context injection:

1/15

[AI Pub @ai__pub]

Paper: “Orca: Progressive Learning from Complex Explanation Traces of GPT-4”

Reading and recording here: https://t.co/meh1DyI9LS

Paper here: https://t.co/K2oSVpbNhT

2/2

[AI Pub @ai__pub]

Community paper reading of “Orca” with @jason_lopatecki of @arizeai is up!

Orca uses “system prompts” to better-finetune small ~10B parameter LLMs from large ones like GPT-4.

This training process extends the small models’ reasoning capabilities.

1/2

[Arize AI @arizeai]

ICYMI the recording and transcript of our latest paper reading featuring @brian_a_burns of @ai__pub is up!

Orca leverages rich signals from GPT-4, surpassing state-of-the-art models by over 100% in complex zero-shot reasoning benchmarks.

Check it out:
https://t.co/FmtZWRSVrf

[AI Pub @ai__pub]

Arize is doing a great paper-reading series every Wedneday focused mostly on modern LLMs.

You can check out past recordings here: https://t.co/a4oIaurjRu

[AI Pub @ai__pub]

// Paper reading this Wednesday: Orca //

Join me and @jason_lopatecki + the team at @arizeai in reading:

"Orca: Progressive Learning from Complex Explanation Traces of GPT-4"

This Wednesday, 10:15am Pacific!

Discussion is open to all, register here: https://t.co/a4oIaurjRu

[AI Pub @ai__pub]

Orca is an interesting development in the recent trend of fine-tuning smaller LLMs (~10B parameters) from the output of large ones like GPT-4.

Paper here: https://t.co/K2oSVpbNhT

[AI Pub @ai__pub]

@realGeorgeHotz LFG, extremely excited to watch what you do

[AI Pub @ai__pub]

Workflows to:
- Cluster and debug LLM prompts
- Fine-tune on underfit clusters in latent space
- Observe model drift

0 to almost 1k stars in two weeks!

Homepage: https://t.co/L3WioC7obg
GitHub: https://t.co/YvxncPnE4e

And give it a try with:
pip install arize-phoenix

2/2

[AI Pub @ai__pub]

// Phoenix: Open-source ML Observability //

@arizeai just released an open-source library for LLMs and deep NNs more generally! It's really cool.

Provides, among other features:
- Visual clustering analysis model interpretability in latent space
...

1/2

[AI Pub @ai__pub]

@CogRev_Podcast @rachel_l_woods @theaiexchange @labenz My favorite crossover episode!

[AI Pub @ai__pub]

@CogRev_Podcast @BusinessInsider @labenz @eriktorenberg Congratulations! Best AI podcast I know of by far.

[AI Pub @ai__pub]

2) DM @gabepereyra or email [email protected] your LinkedIn profile and evidence of exceptional ability.

5/5

[Gabe Pereyra @gabepereyra]

Announcing Harvey's Series A led by @sequoia.

Looking forward to working with @gradypb, @charliecurnin and lucky to have the continued support of @OpenAI, @w_conviction, @eladgil and @svangel.

https://t.co/j8Bm0ii6Lh

[AI Pub @ai__pub]

Harvey just announced a $21M Series A led by Sequoia.

Backed by the OpenAI Startup Fund since August 2022, Harvey is building AI knowledge workers for law.

They're the fastest-growing LLM startup I know of, and are hiring aggressively (below).

https://t.co/UC3vIPD6zB

1/5

[AI Pub @ai__pub]

To apply to Harvey, either:

1) Fill out this form: https://t.co/wcjE3d1ZeP,
and I will personally review your application + forward to founders.

(I work closely with Harvey as their main outside recruiter.)

4/5

[Cerebral Valley @cerebral_valley]

Also, a big thank you to our judges of the hackathon

@sherwinwu
@alexgraveley
@JamesCurrier
@Scobleizer
@brittwalker_
@jerryjliu0
@NathanThinks
@jorn_lyseggen
@Sofi_Shvets
@timt
@arasha
@hsenju
@brian_a_burns
@thepericulum
@paulinebhyang
@VinIyengar
& others

[AI Pub @ai__pub]

Had a really fun conversation with Louis Bouchard (@Whats_AI) - MILA PhD student, founder of @towards_AI, and host of What's AI (https://t.co/IJiGIEPSSv)!

We spoke about:
- AI media
- AI recruiting & careers
- Breaking into industry or research without a PhD

... and much more!

[Louis-François Bouchard 🎥🤖 @Whats_AI]

Are you considering pursuing a PhD or wondering how to get into #machinelearning? Before you take the plunge, listen to this insightful interview with Brian Burns, #PhD candidate at the @UW and founder of the @ai__pub Twitter account.

Some of the best insights 🧵👇

[AI Pub @ai__pub]

W inners:

First prize: EduJason
Second prize: InfraGPT
Third prize: AutoPM

[AI Pub @ai__pub]

At the Cerebral Valley ChatGPT Plugins hackathon in SF!

Will be judging tomorrow.

@SHACK15sf is the craziest hacker space I’ve seen

[AI Pub @ai__pub]

DataJack: chatGPT-powered business intelligence assistant