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Samuel Albanie

@samuelalbanie.bsky.social

151 Followers  |  22 Following  |  9 Posts  |  Joined: 21.11.2024  |  1.3524

Latest posts by samuelalbanie.bsky.social on Bluesky

Deliberative Alignment
YouTube video by Samuel Albanie Deliberative Alignment

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 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Alignment Faking in Large Language Models
YouTube video by Samuel Albanie Alignment Faking in Large Language Models

Video summary of recent work on alignment faking

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

27.12.2024 20:12 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Stawamus Chief Trail, British Columbia (2024)
YouTube video by Samuel Albanie's Miscellany Stawamus Chief Trail, British Columbia (2024)

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 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Clearly, I took the #runconference seriously.

15.12.2024 19:19 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
NeurIPS 2024 Poster - No "Zero-Shot" Without Exponential Data
YouTube video by Samuel Albanie NeurIPS 2024 Poster - No "Zero-Shot" Without Exponential Data

How does data scale influence performance

NeurIPS 2024 poster presentation

By @vishaalurao.bsky.social

youtu.be/YNZ23YPasXo

14.12.2024 18:48 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Still a long way to go for Computer Vision? The GRAB Benchmark
YouTube video by Samuel Albanie Still a long way to go for Computer Vision? The GRAB Benchmark

The GRAB benchmark

Work with Jonathan Roberts and Kai Han

youtu.be/XW3YdNATjIU

09.12.2024 15:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 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 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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πŸš€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!!
πŸ§΅πŸ‘‡

02.12.2024 17:58 β€” πŸ‘ 23    πŸ” 6    πŸ’¬ 1    πŸ“Œ 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 β€” πŸ‘ 12    πŸ” 1    πŸ’¬ 0    πŸ“Œ 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 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Hello world

21.11.2024 21:15 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

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