This is an idea to specify levels / classes for AI models.
Sice almost half a Year I had that idea and as often as I tried calculations to find another class-model, I still came back to his.
The Formula is 7^x*10^-9, where x is the class / level and the result is the first Parameter count of the class / level in Billion.
| Level | Formula | intermediate step | /1B | result | comment |
|---|---|---|---|---|---|
Level 01 |
7^1 | 7 |
*10e-9 = | 0,000000007 B |
|
Level 02 |
7^2 | 49 |
*10e-9 = | 0,000000049 B |
|
Level 03 |
7^3 | 343 |
*10e-9 = | 0,000000343 B |
|
Level 04 |
7^4 | 2401 |
*10e-9 = | 0,000002401 B |
|
Level 05 |
7^5 | 16807 |
*10e-9 = | 0,000016807 B |
|
Level 06 |
7^6 | 117649 |
*10e-9 = | 0,000117649 B |
|
Level 07 |
7^7 | 823543 |
*10e-9 = | 0,000823543 B |
|
Level 08 |
7^8 | 5764801 |
*10e-9 = | 0,005764801 B |
|
Level 09 |
7^9 | 40353607 |
*10e-9 = | 0,040353607 B |
# 40M to 300M - reflex model class. |
Level 10 |
7^10 | 282475249 |
*10e-9 = | 0,282475249 B |
# 300M to 2B - sentence model class. |
Level 11 |
7^11 | 1977326743 |
*10e-9 = | 1,977326743 B |
# 2B to 13B - Small AI models / AI Companion Class. |
Level 12 |
7^12 | 13841287201 |
*10e-9 = | 13,841287201 B |
# 13B to 96B - Human level AI / Expert Class. |
Level 13 |
7^13 | 96889010407 |
*10e-9 = | 96,889010407 B |
# 96B to 678B - Superhuman level AI / AGI Class. |
Level 14 |
7^14 | 678223072849 |
*10e-9 = | 678,223072849 B |
# 678B to 4,7T - Superintelligence level AI / ASI Class. |
Level 15 |
7^15 | 4747561509943 |
*10e-9 = | 4747,561509943 B |
This should be used with caution, since AI models have different skills. Nevertheless it can help to classify AI models into certain categories.
This work is licensed under a Creative Commons Attribution 4.0 International License.
How to attribute: Please attribute this work as: "S2k AI model classes" by Sonic2k / @Sonic2kDBS, available at https://github.com/Sonic2kDBS/AI_model_classes.