Is SambaNova System’s GPT an Answer to Drawbacks of OpenAI’s GPT-3?

OpenAI, a well-known research company within the AI environment, has revolutionized virtual capacity by augmenting, boosting, and thriving into newer and unique researchers in unexplored horizons of machine learning and focusing more on data extraction and analysis for better human usability. Started in 2015 by tech-pioneer Elon Musk and Sam Altman, the company explores AI prowess to create unique products for data extraction and analysis for future requirements.

Generative Pre-trained Transformers (GPTs) are autoregressive language models that deploy deep learning techniques to produce human-like text. OpenAI’s GPT-3 is considered the most advanced and powerful language model globally as it consists of 175 billion parameters for regulating language processing operations.

California-based SambaNova Systems has developed a GPT mode language model of its own. The company has been building ML and big data analytics platforms for facilitating Data-as-a-Service (Daas) offerings.

OpenAi GPT Model and its Loopholes

OpenAI’s GPT-3, being the largest of all GPT language models, can generate human-like tests and transform the text-based AI space. However, implementing the model could be expansive, slow-to-tune, and train processes. It can take up to two years to develop a language on CPUs and GPUs. Additionally, fine-tuning and models need NLP and ML expertise, forcing companies to adopt easy, quick, and cost-effective models.

OpenAi’s pre-trained models aren’t compatible with production readiness, accuracy, and scalability due to the absence of fine-tuning with domain-specific data. Moreover, the GPT models may not thrive the advancement of AI applications because of inefficient computing power. The model is based on conventional technologies, forcing employees and workloads to cruise the better application of AI products.

SambaNova System’s GPT Model

SambaNova System has developed and optimized its AI-powered language model based on a purpose-built Reconfigurable Dataflow Architecture as DaaS. It is easy to implement, integrate, and use through a common code API interface. The advanced platforms increase the accuracy of the model, enabling enterprises to gain a competitive edge. Also, cloud services through SambaNova System’s partner, GPT, are an added advantage for any company.

Benefits of SambaNova Systems’ GPT for enterprises:

• Easy-to-use, inference, and implementation on low-cost AP
• Less model and infrastructure hassle of machine learning engineers leads to cost and time savings. 
• Enterprise-level accuracy for real-life businesses; offers mission-critical results rather than making the theoretical hypothesis
• Embarks on an advanced DaaS as the natural language processing capability for efficient production and deployment of language models.
• Effective in sentiment analysis, reputation management, and brand monitoring.
• Ensures document classification, sorting texts and articles for relevant teams, identifying accurate patient information and prescriptions, and extracting desired results in the fintech segment.

The Final Verdict

GPT is one of the highly sought-after models for enterprises for effective language implementation concerning text and article generation, summarization, and more. The model helps in advanced data extraction, analysis, and classification in a most-effective manner. OpenAI’s GPT-3 is extremely powerful as it uses a human prototype text capability and is preferred by many prominent global organizations.

Rodrigo Liang, CEO, and Co-founder of SambaNova Systems, “ AI offers a deeper advantage to explore capability utilization for the future. Many companies are exploring the charm of GPT as it is accessible and deployable at a large scale. SambaNova offers a subscription-based plan to ease the better usage of AI-based language models within a few seconds.

AI is the new-age electricity. It promises a better and improved life by evolving unexplored sides of possibilities. Only time will tell the potentiality of SambaNova’s GPT over OpenAI's well-established GPT-3. Await is worth exploring more.