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Microsoft’s new generative AI model is leaner and more capable than even bigger language models.
In the world of large language models (LLM) like GPT-4 and Bard, Microsoft has just released a new small language model—Phi-2, which has 2.7 billion parameters and is an upgraded version of Phi-1.5. Currently available via the Azure AI Studio model catalogue, Microsoft claims that Phi-2 can outperform larger models such as Llama-2, Mistral, and Gemini-2 in various generative AI benchmark tests.
Originally announced by Satya Nadella at Ignite 2023 and released earlier this week, Phi-2 was built by the Microsoft research team, and the generative AI model is said to have “common sense,” “language understanding,” and “logical reasoning.” According to the company, Phi-2 can even outperform models that are 25 times larger on specific tasks.
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Microsoft Phi-2 SLM is trained using “textbook-quality” data, which includes synthetic datasets, general knowledge, theory of mind, daily activities, and more. It is a transformer-based model with capabilities like a next-word prediction objective. Microsoft has trained Phi-2 on 96 A100 GPUs for 14 days, indicating that it is easier and more cost-effective to train this model on specific data compared to GPT-4. GPT-4 is reported to take around 90-100 days for training, using tens of thousands of A100 Tensor Core GPUs.
Microsoft’s Phi-2 can also solve complex mathematical equations and physics problems. On top of that, it can identify a mistake made by a student in a calculation.
On benchmarks like commonsense reasoning, language understanding, math, and coding, Phi-2 outperforms the 13B Llama-2 and 7B Mistral. Similarly, the model also outperforms the 70B Llama-2 LLM by a significant margin. Not just that, it even outperforms the Google Gemini Nano 2, a 3.25B model, which can natively run on Google Pixel 8 Pro.
A smaller model outperforming a large language model like Llama-2 has a huge advantage, as they cost a lot less to run with lower power and computing requirements. These are also models that can be trained for specific tasks and can easily run natively on the device, reducing output latency. Developers can access the Phi-2 model on Azure AI Studio.
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First published on: 17-12-2023 at 11:28 IST
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Корея опубликовала снимки, сделанные во время самого мощного запуска ракеты за последние пять лет.
На необычных снимках, снятых из космоса, показаны части Корейского полуострова и прилегающие районы.
В понедельник Пхеньян подтвердил, что испытал баллистическую ракету средней дальности (БРСД).
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СК собирается сосредоточиться на экономике в 2022 году
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Официальные лица США в понедельник заявили, что недавний рост активности сулит продолжение переговоров с Пхеньяном.
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Южная Корея и Япония первыми заявили о запуске в воскресенье после того, как обнаружили его в своих мониторах.
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Для чего СК сделала запуск?
Северокорейский аналитик Анкит Панда предположил, что отсутствие г-на Кима и язык, использованный в СМИ для создания образа запуска, позволяют полагать, что это учение было предназначено чтобы проверить, что БРСД работает должным образом, а не для того, чтобы продемонстрировать новую силу.
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