Standard Intelligence ✓
@si_pbc · joined 08 Sep 2024
10 409Followers
0Following
89Posts total
1.6MViews on collected posts
Latest posts
Looking for new posts…
Back when we were raising our seed round, Lachy was one of the only people in Silicon Valley who saw our idea, immediately got it, and wrote the check that let us train FDM-1.
Incredibly grateful to have him as an early supporter.
13.9K views · 112 likes
· 2 reposts · 1 replies
Open on X →
We built eval infrastructure that drives over 1M rollouts per hour across 80,000 forking VMs, each with 1 vCPU and 8GB of RAM; a single H100 can control 42 of these in parallel.
These forking VMs are powered by @modal GPUs - the combination of instant spinup and low latency to
43.5K views · 297 likes
· 15 reposts · 7 replies
Open on X →
We've really enjoyed working with Mithril; spot & market compute is the way forward, and they've been an amazing partner.
4.1K views · 35 likes
· 2 reposts · 0 replies
Open on X →
Huge congratulations to our partners at Standard Intelligence! Thank you for using us as a compute partner.
6.4K views · 31 likes
· 1 reposts · 0 replies
Open on X →
True computer use is fully general. FDM-1 uses arrow keys on a computer to steer a car in San Francisco with less than 1 hour of fine-tuning data.
The action policy is critical: tuning FDM-1 to drive gets much higher accuracy than tuning just the video encoder on the same data.
72.3K views · 412 likes
· 16 reposts · 10 replies
Open on X →
Here’s the blog post, where you can learn more about how we trained this model:
https://t.co/lsVT0va26n
30.6K views · 294 likes
· 12 reposts · 8 replies
Open on X →
FDM-1 completes complex tasks and navigates interfaces well enough to use CAD applications. Forking VMs allow us to snapshot when a successful operation completes (extrusion, selection, etc.), letting us apply test-time compute to computer use. https://t.co/IjqKKf9u2I
59.9K views · 329 likes
· 12 reposts · 4 replies
Open on X →
We’ve made two main advances: the ability to train on our 11M+ hour computer action dataset and understand long-context video.
Our video encoder can fit nearly two hours of 30FPS, high-resolution video into a 1M token context window, ~50x more efficient than existing SOTA. https
127K views · 684 likes
· 24 reposts · 7 replies
Open on X →
Inspired by VPT (Baker et al), we train an inverse dynamics model (IDM) to predict frame-by-frame computer actions. The IDM leverages 40k hours of contractor data to label 11 million hours of screen recordings—550,000x larger than the largest open-source computer use dataset.
40.5K views · 334 likes
· 2 reposts · 1 replies
Open on X →
Computer use models shouldn't learn from screenshots.
We built a new foundation model that learns from video like humans do. FDM-1 can construct a gear in Blender, find software bugs, and even drive a real car through San Francisco using arrow keys. https://t.co/kepCzAKY3U
1.2M views · 3.9K likes
· 394 reposts · 186 replies
Open on X →
Growth & engagement
How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.
Views per post
1.2M23 Feb
40.5K
127K
59.9K
30.6K
72.3K
3.7K
6.4K
4.1K
43.5K
26524 Feb
13.9K30 Apr
Last 12 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.
Engagement rate per post
0.39%23 Feb
0.84%
0.58%
0.59%
1.04%
0.63%
2.29%
0.52%
0.90%
0.74%
0.75%24 Feb
0.83%30 Apr
Reactions — likes, reposts, replies and quotes — divided by views.
What the audience does
Likes60.7%6 538 in total
Reposts4.5%480 in total
Replies2.1%228 in total
Quotes2.8%303 in total
Bookmarks29.9%3 215 in total
Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.
The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.
Similar accounts
Chris Cork ✓
@chriscork89
20.8K followers
· 4.7K posts
Carlos Macias
@carlosmaciasmex
20.8K followers
· 71.7K posts
جمعية حياتنا ✓
@hayatonaorg
20.8K followers
· 7K posts
Bérangère Couillard
@BCouillard33
20.8K followers
· 5.5K posts
Préfet des Pays de la Loire et de Loire-Atlantique ✓
@Prefet44
20.8K followers
· 15.5K posts
CBC Gem ✓
@cbcgem
20.8K followers
· 6.7K posts
OKX中文客服 ✓
@OKXHelpDesk_cn
20.8K followers
· 48.3K posts
Anthony LaMesa ✓
@ajlamesa
20.8K followers
· 310.3K posts