GPT: Difference between revisions

845 bytes added ,  15 July 2023
No edit summary
 
(35 intermediate revisions by 2 users not shown)
Line 1: Line 1:
{{Needs Expansion}}
{{Needs Expansion}}
[[GPT-1]]
==GPT API==
 
'''[[GPT API|Documentation and Guide for GPT API]]'''
[[GPT-2]]
 
[[GPT-3]]
 
[[ChatGPT]]
 
[[GPT-3.5]]


==Main GPT Models==
==Main GPT Models==
{| class="wikitable"
{| class="wikitable sortable"
|-
|-
! rowspan="2" | Model
! rowspan="2" | Model
! rowspan="2" | Release Date
! rowspan="2" | Parameters
! rowspan="2" | Parameters
! colspan="5" | Training Data
! colspan="3" | Context Window
! colspan="3" | Context Window
! colspan="2" | Training Data
! rowspan="2" | Open Source
! rowspan="2" | Paper
|-
|-
! hello
! hello
! hello
! hello
! hello
! Tokens
! Tokens
! Words
! Words
! Equivalent
! Equivalent
! Amount
! Dataset
|-
| '''[[GPT-1]]''' || June 11, 2018 ||117 Million || 512 || 358 || <1 page || 4.5 GB || [[BookCorpus]] || Yes || [[Improving Language Understanding by Generative Pre-Training]]
|-
|-
| [[GPT-1]] || 117 Million || || || || || || 512 || 358 ||  
| '''[[GPT-2]]''' || February 14, 2019 || 1.5 Billion || 1024 || 716 || 1.5 pages || 40 GB || [[WebText]] || Yes || [[Language Models are Unsupervised Multitask Learners]]
|-
|-
| [[GPT-2]] || 1.5 Billion || || || || || || 1024 || 716 ||  
| '''[[GPT-3]]''' || June 11, 2020 || 175 Billion || 2,048 || 1,433 || 3 pages || 570 GB || [[Common Crawl]], [[WebText2]], [[Books1]], [[Books2]], [[Wikipedia]] || No || [[Language Models are Few-Shot Learners]]
|-
|-
| [[GPT-3]] || 175 Billion || || || || || || 2,048 || 1,433 ||  
| '''[[GPT-3.5]]''' || March 15, 2022 || 175 Billion  || 4,000 || 2,800 || 6 pages || 570 GB || [[Common Crawl]], [[WebText2]], [[Books1]], [[Books2]], [[Wikipedia]] || No ||  
|-
|-
| [[GPT-3.5]] || xxx || || || || || || 4,000 || 2,800 ||  
| '''[[ChatGPT]]''' || November 30, 2022 || 175 Billion || 4,096 || 2,867 || 6 pages || 570 GB || [[Common Crawl]], [[WebText2]], [[Books1]], [[Books2]], [[Wikipedia]] || No ||  
|-
|-
| [[ChatGPT]] || xxx || || || || ||  || 4,096 || 2,867 ||  
| '''[[GPT-4]]'''<br>(v1) || ???? || 100 Trillion?? || 8,000 || 5,600 || 12 pages ||  || || No ||  
|-
|-
| [[GPT-4]] || ??? ||  
| '''[[GPT-4]]'''<br>(v2) || ???? || 100 Trillion?? || 32,000 || 22,400 || 50 pages ||  || || No ||  
|-
|-
|}
|}
1,151

edits