A multi-agent system (MAS) is a computational framework consisting of multiple interacting agents or autonomous entities, each with its own goals, knowledge, and decision-making capabilities. These agents can be software programs, robots, or any other smart entities that can perceive their environment, reason, learn, communicate, and take actions to achieve their objectives.
N-shot learning is a type of machine learning problem where a model is required to learn from a very limited number of examples (usually N examples) for each class during training. It is a subfield of few-shot learning, which focuses on training models to recognize new objects or categories based on a small number of samples.
Stability AI’s StableLM is a language model designed to be more stable and controllable compared to other language models, such as OpenAI’s GPT-3. It aims to minimize biases and prevent the model from producing unsafe or inappropriate content.
GPT few-shot learning refers to the ability of Generative Pre-trained Transformer (GPT) models to learn and generalize from a small number of examples or training instances, also known as “few-shot learning.” In the context of GPT models like GPT-3, few-shot learning demonstrates the model’s capacity to understand and perform tasks with very limited guidance or additional training.
In the context of ChatGPT or other conversational AI agents, “plugins” could be understood as additional components, integrations, or customizations that extend the capabilities of the AI agent.
ChatGPT fine-tuning refers to the process of refining a pretrained language model, such as OpenAI’s GPT (Generative Pre-trained Transformer), for a specific chatbot or conversational AI application. Fine-tuning involves training the model further on a narrower dataset, which is curated or generated based on the intended purpose and domain of the chatbot.
AI agents are autonomous or semi-autonomous software programs that utilize artificial intelligence techniques to perform various tasks, make decisions, and interact with their environment or other agents.
Chatbots have made their way into various industries, revolutionizing customer experiences. At the forefront of this revolution is ChatGPT, a cutting-edge AI model that understands and generates human-like responses. Integrating ChatGPT into your business can help improve customer support, lead generation, and user engagement.
Artificial Intelligence (AI) has become an integral part of our digital landscape, transforming industries and businesses with its innovative applications. With rapid advancements in AI technology, several buzzwords have emerged that dominate conversations about this fascinating field.
There is a race to dominate AI technologies because of the vast potential applications and benefits that AI offers across various industries and sectors.
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