This is an idea to specify levels / classes for AI models.
Since 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 |
|---|---|---|---|---|---|
| Class 01 | 7^1 | 7 |
*10^-9 = | 0,000000007 B |
# 7 to 48 Parameters |
| Class 02 | 7^2 | 49 |
*10^-9 = | 0,000000049 B |
# 49 to 342 Parameters - Roundworm Class |
| Class 03 | 7^3 | 343 |
*10^-9 = | 0,000000343 B |
# 343 to 2k Parameters - Starfish Class |
| Class 04 | 7^4 | 2401 |
*10^-9 = | 0,000002401 B |
# 2k to 16k Parameters - Snail Class |
| Class 05 | 7^5 | 16807 |
*10^-9 = | 0,000016807 B |
# 16k to 117k Parameters - Fruit fly Class |
| Class 06 | 7^6 | 117649 |
*10^-9 = | 0,000117649 B |
# 117k to 823k Parameters - Bee Class |
| Class 07 | 7^7 | 823543 |
*10^-9 = | 0,000823543 B |
# 823k to 5,8M Parameters - Gecko Class |
| Class 08 | 7^8 | 5764801 |
*10^-9 = | 0,005764801 B |
# 5,8M to 40M Parameters - Reptile Class |
| Class 09 | 7^9 | 40353607 |
*10^-9 = | 0,040353607 B |
# 40M to 300M - reflex model class - Rodent Class |
| Class 10 | 7^10 | 282475249 |
*10^-9 = | 0,282475249 B |
# 300M to 2B - sentence model class / tiny AI models - Bird Class |
| Class 11 | 7^11 | 1977326743 |
*10^-9 = | 1,977326743 B |
# 2B to 13B - Small AI Language Models (SLM/SML) AI Companion Class. Specialist - Mammal Class (Pet class) |
| Class 12 | 7^12 | 13841287201 |
*10^-9 = | 13,841287201 B |
# 13B to 96B - Human level AI / Expert Class - Primate Class |
| Class 13 | 7^13 | 96889010407 |
*10^-9 = | 96,889010407 B |
# 96B to 678B - Superhuman level AI / AGI Class - Cetacean Class |
| Class 14 | 7^14 | 678223072849 |
*10^-9 = | 678,223072849 B |
# 678B to 4,7T - Superintelligence level AI / ASI Class - Pack Class |
| Class 15 | 7^15 | 4747561509943 |
*10^-9 = | 4747,561509943 B |
# Massive Mixture of Experts Cluster / MMoEC Class - Swarm Class |
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.