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Pablo Villalobos

Karma: 441

Staff Researcher at Epoch. AI forecasting.

An­nounc­ing Epoch’s newly ex­panded Pa­ram­e­ters, Com­pute and Data Trends in Ma­chine Learn­ing database

Robi Rahman, Jaime Sevilla Molina, Tamay, Ege Erdil, Pablo Villalobos, Ben Cottier and Matthew Barnett
25 Oct 2023 2:55 UTC
18 points
0 comments1 min readLW link
(epochai.org)

EA Madrid social

Pablo Villalobos11 Oct 2023 15:34 UTC
6 points
0 comments1 min readLW link

Trad­ing off com­pute in train­ing and in­fer­ence (Overview)

Pablo Villalobos31 Jul 2023 16:03 UTC
31 points
1 comment7 min readLW link
(epochai.org)

Re­vis­it­ing the Hori­zon Length Hypothesis

Pablo Villalobos6 Apr 2023 6:39 UTC
23 points
4 comments3 min readLW link

ACX Meetup Madrid

Pablo Villalobos4 Apr 2023 8:53 UTC
5 points
2 comments1 min readLW link

Scal­ing Laws Liter­a­ture Review

Pablo Villalobos27 Jan 2023 19:57 UTC
36 points
1 comment4 min readLW link
(epochai.org)

Causal ab­strac­tions vs infradistributions

Pablo Villalobos26 Dec 2022 0:21 UTC
20 points
0 comments6 min readLW link

Will we run out of ML data? Ev­i­dence from pro­ject­ing dataset size trends

Pablo Villalobos14 Nov 2022 16:42 UTC
75 points
12 comments2 min readLW link
(epochai.org)

Trends in Train­ing Dataset Sizes

Pablo Villalobos21 Sep 2022 15:47 UTC
25 points
2 comments5 min readLW link
(epochai.org)

ACX Meetup Madrid

Pablo Villalobos and Jsevillamol
22 Aug 2022 13:44 UTC
10 points
0 comments1 min readLW link

Ma­chine Learn­ing Model Sizes and the Pa­ram­e­ter Gap [abridged]

Pablo Villalobos18 Jul 2022 16:51 UTC
20 points
0 comments1 min readLW link
(epochai.org)

An­nounc­ing Epoch: A re­search or­ga­ni­za­tion in­ves­ti­gat­ing the road to Trans­for­ma­tive AI

Jsevillamol, Pablo Villalobos, Tamay, lennart, Marius Hobbhahn and anson.ho
27 Jun 2022 13:55 UTC
97 points
2 comments2 min readLW link
(epochai.org)

Pablo Villalo­bos’s Shortform

Pablo Villalobos5 May 2022 17:28 UTC
2 points
4 comments1 min readLW link

Madrid ACX Schel­ling Meetup

Pablo Villalobos21 Apr 2022 12:29 UTC
5 points
0 comments1 min readLW link

Com­pute Trends — Com­par­i­son to OpenAI’s AI and Compute

lennart, Jsevillamol, Pablo Villalobos, Marius Hobbhahn, Tamay Besiroglu and anson.ho
12 Mar 2022 18:09 UTC
23 points
3 comments3 min readLW link

Com­pute Trends Across Three eras of Ma­chine Learning

Jsevillamol, Pablo Villalobos, lennart, Marius Hobbhahn, Tamay Besiroglu and anson.ho
16 Feb 2022 14:18 UTC
94 points
13 comments2 min readLW link

Pa­ram­e­ter counts in Ma­chine Learning

Jsevillamol and Pablo Villalobos
19 Jun 2021 16:04 UTC
47 points
16 comments7 min readLW link

Sur­vey on cor­ti­cal unifor­mity—an ex­pert am­plifi­ca­tion exercise

Jsevillamol and Pablo Villalobos
23 Feb 2021 22:13 UTC
37 points
6 comments3 min readLW link

EA Madrid monthly social

Pablo Villalobos4 Oct 2018 21:46 UTC
2 points
0 comments1 min readLW link

An­ders Sand­berg: “How to Shape the Fu­ture Sen­si­bly”

Pablo Villalobos4 Oct 2018 21:36 UTC
14 points
1 comment1 min readLW link