In partnership with OpenAI, Microsoft has been working to bring AI capabilities into its myriad of products and services, while also trying to come up with smaller, case-specific models. That’s when Microsoft Research launched a brand new AI model called Orca. This AI model captures through instantiation of huge language models. According to the research paper, the new AI model Orca is designed in such a way that it is capable of overcoming the loopholes of smaller models by mimicking the inference process of large platform models such as GPT-4.
Orca and models are both capable of being optimized for the purpose of some specific task. They can be trained with the help of large language models such as GPT-4. Orca is smaller in size and this means it requires less computing resources to operate.
The paper says Orca can imitate and learn from relatively large language models, such as GPT-4. Orca is an AI model backed by 13 billion parameters and based on Vucuna. Orca is capable of learning thought processes, step-by-step explanations, and various complex instructions through the support of GPT-4.
Microsoft uses large-scale imitation information to encourage progressive learning through Orca. Microsoft’s new model has surpassed Vircuna by every percentage in non-shooting reasoning standards such as BBH (Big-Bench Hard). According to certain claims, the new AI model is 42% faster than regular AI models in AGIEval.
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Reasoning skills
Talking about inference skills, Orca is a relatively smaller model but is said to be as good as ChatGPT by standards like BBH. Furthermore, Orca offers competitive academic exams such as the LSAT, GMAT, GRE and SAT. However, it lags behind GPT-4.
According to Microsoft’s research team, Orca can learn with the help of human-designed step-by-step explanations with more advanced language models. Orca is expected to enhance his abilities and skills.
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Source: pagasa.edu.vn