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Samuel Albanie

@samuelalbanie

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21.11.2024
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Latest posts by Samuel Albanie @samuelalbanie

Deliberative Alignment
Deliberative Alignment YouTube video by Samuel Albanie

Video summary of deliberative alignment

youtu.be/1efVS4DeEOs

Links:
- Paper: arxiv.org/abs/2412.16339
- Blog: openai.com/index/delibe...

28.12.2024 21:02 👍 2 🔁 1 💬 0 📌 0
Alignment Faking in Large Language Models
Alignment Faking in Large Language Models YouTube video by Samuel Albanie

Video summary of recent work on alignment faking

www.youtube.com/watch?v=_1bz...

27.12.2024 20:12 👍 3 🔁 1 💬 0 📌 0
Stawamus Chief Trail, British Columbia (2024)
Stawamus Chief Trail, British Columbia (2024) YouTube video by Samuel Albanie's Miscellany

Had a great time at NeurIPS

Thank you to everyone I got to talk to, especially at the poster sessions

And thanks to the organizers for picking a beautiful location (the video is from a nearby hike with Vikrant)

www.youtube.com/watch?v=MBGI...

15.12.2024 20:14 👍 1 🔁 0 💬 0 📌 0

Clearly, I took the #runconference seriously.

15.12.2024 19:19 👍 2 🔁 0 💬 0 📌 0
NeurIPS 2024 Poster - No "Zero-Shot" Without Exponential Data
NeurIPS 2024 Poster - No "Zero-Shot" Without Exponential Data YouTube video by Samuel Albanie

How does data scale influence performance

NeurIPS 2024 poster presentation

By @vishaalurao.bsky.social

youtu.be/YNZ23YPasXo

14.12.2024 18:48 👍 1 🔁 0 💬 0 📌 0
Still a long way to go for Computer Vision? The GRAB Benchmark
Still a long way to go for Computer Vision? The GRAB Benchmark YouTube video by Samuel Albanie

The GRAB benchmark

Work with Jonathan Roberts and Kai Han

youtu.be/XW3YdNATjIU

09.12.2024 15:44 👍 1 🔁 0 💬 0 📌 0

Will be at NeurIPS next week.

DM if you're interested in meeting up for a chat (or a jog).

02.12.2024 20:44 👍 1 🔁 0 💬 0 📌 0
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🚀New Paper: Active Data Curation Effectively Distills Multimodal Models
arxiv.org/abs/2411.18674

Smol models are all the rage these days & knowledge distillation (KD) is key for model compression!

We show how data curation can effectively distill to yield SoTA FLOP-efficient {C/Sig}LIPs!!
🧵👇

02.12.2024 17:58 👍 23 🔁 6 💬 1 📌 2
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PrimeIntellect have released their tech report on INTELLECT-1: t.co/8hnoTILaL3

The first open-source world-wide training of a 10B model. The underlying ML distributed algo is DiLoCo (arxiv.org/abs/2311.08105) but they also built tons of engineering on top of it to make it scalable.

01.12.2024 10:10 👍 12 🔁 1 💬 0 📌 0
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This is a nice benchmark for AI R&D

LLMs are closing the gap to humans

Details: metr.org/AI_R_D_Evalu...

23.11.2024 19:17 👍 1 🔁 0 💬 0 📌 0

Hello world

21.11.2024 21:15 👍 3 🔁 0 💬 1 📌 0