Claude 2 is a new AI language model that is designed to be more ethical and responsible than ChatGPT.
- Claude 2’s Training Dataset :
Claude 2’s main benefit lies in its training dataset which surpasses ChatGPT’s by a hundredfold. Its extensive collection of text and code gives Claude 2 a better understanding of the world, resulting in more precise and relevant outputs. The wider knowledge base enhances the quality and reliability of the data provided by Claude 2.
- Claude 2 : The Challenger
Claude 2, from Anthropic, is a competitor to OpenAI’s GPT-4. It’s better at reasoning and coding than Claude 1 and costs less. When it comes to tests, Claude did better than ChatGPT in GRE writing and Bar exams, ChatGPT scored higher in verbal, math and USMLE tests.
One of Claude 2’s standout features is its capacity to process a large contexts of up to 100,000 tokens, resulting in more contextual and enhanced responses.
With a 71.2% score on the Codex HumanEval Python coding test and an 88% score on GSM8k grade-school math problems, Claude 2 showcases its advanced computational skills.
Additionally, Claude 2’s design includes an unique “constitution” inspired by the Universal Declaration of Human Rights, allowing it to self-improve, recognize inappropriate behavior and adapt its conduct without human feedback.
- The Champion of AI Language Models : GPT- 4.
OpenAI’s GPT-4 is an advanced artificial intelligence system that excels in mimicking human speech and reasoning. Its extensive training on a vast library of human communication enables it to follow complex instructions and solve intricate problems with precision. With the ability to solve math problems, answer questions, make inferences and tell stories, GPT-4 is unrivaled in its capabilities.
As a large multimodal model, GPT-4 can accept both text and image inputs and produce human-like text output. It can handle over 25,000 words of text, making it ideal for long-form content creation, extended conversations, document search and analysis. GPT-4 is truly the reigning champion among AI language models.
- Comparing strengths and weakness :
Each model has its own set of advantages and drawbacks. Claude 2 performs exceptionally well in managing vast contexts, demonstrating exceptional proficiency in areas such as law, mathematics, coding, and achieving outstanding results in standardized assessments. Additionally, it prioritizes safety and ethics, reducing the likelihood of displaying hazardous content.
In contrast, GPT-4 is recognized for its proficiency in generating answers and responses to natural language questions and cues, its capacity to process text and image inputs and its sophisticated reasoning skills. Nevertheless, GPT-4 lacks the capability to verify the accuracy of its statements and its reliance on training data sourced from the internet can result in nonsensical or provocative outputs.
- Technical Architecture :
Utilizing the Mixture of Experts (MoE) architecture, GPT-4 incorporates numerous models, each comprising 220 billion parameters, resulting in a total of 1.76 trillion parameters. This design streamlines the training process, enabling various teams to handle different segments of the network. Additionally, GPT-4 generates 16 iterative outputs, progressively enhancing its performance with each iteration.
Although Claude 2’s architectural specifics are not extensively accessible, it is recognized as a modified adaptation of Claude 1.3, featuring enhancements in effectiveness, extended responses, and the potential to be reached through an API. The ongoing iterative strategy to model progression has resulted in Claude 2’s improvements.
- The future of Ethical AI :
To sum up, the introduction of Claude 2 by Anthropic is a major achievement in the development of ethical and accountable AI. This highly impressive language model boasts a vast training dataset, as well as transparency and accountability measures, making it capable of advancing various industries and initiatives. Claude 2 offers a glimpse into the future of ethical AI as it has the potential to stimulate creativity, enhance communication, facilitate learning and promote comprehension.
To sum up, Claude 2 and GPT-4 are two formidable AI language models, each with its own set of advantages and disadvantages. Claude 2 stands out for its emphasis on safety, ethics, and ability to handle large contexts, while GPT-4 excels in advanced reasoning and handling multimodal inputs. An AI technology progresses, it will be fascinating to observe the evolution of these models and their impact on different industries and applications.
To read more blogs, click here.
Writer,
Tabassum Akter Taba
Intern at Content Writing Department
YSSE