What is the main reason behind GPT-4o speed improvement relative to GPT-4 base model?
What is the main reason behind GPT-4o speed improvement relative to GPT-4 base model?
Plus
22
Ṁ13702029
69%
Smaller model size (hence, architecture/algorithm improvements)
40%
Something related to low-level computation efficiency (for example, optimized frameworks)
27%
More/better hardware allocated
23%
Other
15%
Better coarser-grained tokenizer
This question is managed and resolved by Manifold.
Get
1,000and
3.00
1,0003.00Sort by:
"Main reason" implies only one of these resolves YES. If the coarse tokens help but aren't the central boost, I assume that option resolves NO?
It's likely a combination of smaller model and low level optimisations (they are happening all the time, judging by open source solutions). However I find it unlikely that "open" AI will share exact numbers to determine what exactly played the biggest role.
@Sss19971997 quantization itself would be "something related to low-level computation efficiency".
What is this?
What is Manifold?
Manifold is the world's largest social prediction market.
Get accurate real-time odds on politics, tech, sports, and more.
Win cash prizes for your predictions on our sweepstakes markets! Always free to play. No purchase necessary.
Are our predictions accurate?
Yes! Manifold is very well calibrated, with forecasts on average within 4 percentage points of the true probability. Our probabilities are created by users buying and selling shares of a market.
In the 2022 US midterm elections, we outperformed all other prediction market platforms and were in line with FiveThirtyEight’s performance. Many people who don't like trading still use Manifold to get reliable news.
How do I win cash prizes?
Manifold offers two market types: play money and sweepstakes.
All questions include a play money market which uses mana and can't be cashed out.
and can't be cashed out.Selected markets will have a sweepstakes toggle. These require sweepcash to participate and winners can withdraw sweepcash as a cash prize. You can filter for sweepstakes markets on the browse page.
to participate and winners can withdraw sweepcash as a cash prize. You can filter for sweepstakes markets on the browse page.Redeem your sweepcash won from markets at 1.00 → $1.00, minus a 5% fee.
Learn more.1.00Related questions
What is this?
What is Manifold?
Manifold is the world's largest social prediction market.
Get accurate real-time odds on politics, tech, sports, and more.
Win cash prizes for your predictions on our sweepstakes markets! Always free to play. No purchase necessary.
Are our predictions accurate?
Yes! Manifold is very well calibrated, with forecasts on average within 4 percentage points of the true probability. Our probabilities are created by users buying and selling shares of a market.
In the 2022 US midterm elections, we outperformed all other prediction market platforms and were in line with FiveThirtyEight’s performance. Many people who don't like trading still use Manifold to get reliable news.
How do I win cash prizes?
Manifold offers two market types: play money and sweepstakes.
All questions include a play money market which uses mana and can't be cashed out.
and can't be cashed out.Selected markets will have a sweepstakes toggle. These require sweepcash to participate and winners can withdraw sweepcash as a cash prize. You can filter for sweepstakes markets on the browse page.
to participate and winners can withdraw sweepcash as a cash prize. You can filter for sweepstakes markets on the browse page.Redeem your sweepcash won from markets at 1.00 → $1.00, minus a 5% fee.
Learn more.1.00Related questions
Will there be a GPT-4.5 model before GPT-5 is released?
99% chance
Will the performance jump from GPT4->GPT5 be less than the one from GPT3->GPT4?
71% chance
What will the aggregate improvement of GPT5 be over GPT4 in terms of metrics?
157
Was GPT-4 trained in 4 months or less?
59% chance
Will GPT-5 be released incrementally as GPT4.x for different checkpoints from the training run?
4% chance
Will GPT-5 have fewer parameters than GPT-4? (1500M subsidy)
16% chance
GPT-4 performance and compute efficiency from a simple architecture before 2026
17% chance
When will an open-source LLM be released with a better performance than GPT-4?
GPT-4 #5: Will GPT-4 be a dense model?
1% chance
Is GPT-4 best? (Thru 2025)
63% chance