Codenteam Intersect - All-In-One AI - Generate Text, Images, Videos, Websites

Overview

What is GPT-4?

OpenAI's advanced language model with superior reasoning capabilities, creativity, and factual accuracy for complex tasks.

Created by:

OpenAI

Release Date:

2023-03-14

Capabilities Overview

TextGeneration 96%

Reasoning 95%

Coding 93%

Multimodal 0%

Safety 94%

Technical Specifications

Architecture

type: Multimodal Transformer

parameters: 1.76 trillion

context: 8,192 tokens (32K available)

trainingDataUpTo: September 2021

architecture: Advanced transformer with mixture of experts, enhanced attention mechanisms, RLHF training, and improved safety layers

Performance Metrics

MMLU: 86.4%

HumanEval: 67.0%

HellaSwag: 95.3%

ARC Challenge: 96.3%

TruthfulQA: 59.0%

GSM8K: 92.0%

Performance Dashboard

TextGeneration

96%

Reasoning

95%

Coding

93%

Multimodal

0%

Safety

94%

Technical Metrics

Parameters: 1.76T

ContextWindow: 8192

Latency: 300

Accuracy: 94.2

Cost: $0.03/1K tokens

Benchmark Performance

MMLU 86.4%

HumanEval 67.0%

HellaSwag 95.3%

ARC Challenge 96.3%

TruthfulQA 59.0%

GSM8K 92.0%

Features

Advanced Reasoning

Superior logical thinking and complex problem-solving abilities

High Accuracy

More factually accurate with reduced hallucinations

Expert Coding

Advanced programming capabilities across multiple languages

Creative Output

Enhanced creativity for writing, brainstorming, and ideation

Safety First

Improved safety measures and content filtering

Nuanced Understanding

Better comprehension of context and subtle requirements

Pros & Cons

Advantages

Exceptional reasoning
High factual accuracy
Strong coding abilities
Reliable for complex tasks

Disadvantages

Higher cost than GPT-3.5
Slower response times
No multimodal in base version

What can it do?

Research Analysis

Analyze complex research papers and extract key insights with high accuracy

Code Architecture

Design software architectures and implement complex algorithms with best practices

Strategic Planning

Develop comprehensive business strategies and analyze multiple scenarios

GPT-4