👂 🎴 🕸️
<
div
><
em
>
Then
there
are
a
whole
host
of
startups
and
open
-
source
researchers
who
are
struggling
with
far
fewer
GPUs
.
They
are
spending
significant
time
and
effort
attempting
to
do
things
that
simply
don
t
help
''
or
frankly
''
matter
...
What
can
be
done
commercially
in
GPU
-
poor
environment
is
<
strong
>
mostly
irrelevant
strong
>
to
a
world
that
will
be
flooded
by
more
than
3
.
5
million
H100s
by
the
end
of
next
year
...
The
<
strong
>
underdogs
strong
>
should
be
focusing
on
tradeoffs
that
improve
model
performance
or
token
to
token
latency
...<
strong
>
Europe
will
fall
behind
strong
>
in
this
race
due
to
the
lack
of
ability
to
make
big
investments
and
choosing
to
stay
GPU
-
poor
...
em
>
div
><
div
><
em
><
br
>(
Patel
&
Nishball
''
2023
''
Google
Gemini
Eats
The
World
)
<
br
>
em
>
div
>
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